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Seventeenth
Color Imaging
Conference
November 9-13, 2009
Albuquerque, New Mexico
Color Science and Engineering
Systems, Technologies, and Applications
www.imaging.org/conferences/CIC17
Cooperating Societies
Inter-Society Color Council (ISCC)
Imaging Society of Japan (ISJ)
Royal Photographic Society of Great Britain (RPS)
Society of Motion Picture and Television Engineers (SMPTE)
Society of Photographic Science and Technology of Japan (SPSTJ)
Sponsored by
Society for Imaging Science and Technology and
Society for Information Display
IS&T
PRELIMINARYPROGRAM
imaging.org
Table of Contents
November 9-13, 2009 • Albuquerque, New Mexico
General Chairs
Karen Braun
Xerox Corporation
585/422-6380
karen.braun@xerox.com
Moshe Ben-Chorin
Genoa Color Technologies
+972-9-950-9970 x106
moshe@genoacolor.com
Technical Program Chairs
Francisco Imai
Canon Development Americas,
Inc.
408/468-2811
francisco.imai@cda.canon.com
Erno Langendijk
Philips Research Laboratories
Eindhoven
+31 40 274 5406
erno.langendijk@philips.com
Short Course Chairs
Erika Kanematsu
Nikon Corp.
+81 3 3773 1111
erica.k@nikon.co.jp
Stephen Westland
University of Leeds
+44 113 343 3752
s.westland@leeds.ac.uk
Interactive Paper Chairs
Vien Cheung
University of Leeds
+44 113 343 8082
t.l.v.cheung@leeds.ac.uk
Philipp Urban
Technische Universität
Darmstadt
+49 6151 16 37275
urban@idd.tu-darmstadt.de
Sponsorship Chair
Mitchell Rosen
Munsell Color Science Lab / RIT
585/475-7691
rosen@cis.rit.edu
Technical Program Committee
Masao Aizu, Canon
Aldo Badano, Food & Drug
Administration
Clement Fredembach, EPFL
Gabriel Marcu, Apple Inc.
Joshua Pines, Technicolor
Kevin Spaulding, Eastman Kodak
Company
Steering Committee
Moshe Ben-Chorin, Genoa Color
Technologies
Karen Braun, Xerox Corporation
Robert Buckley, Xerox Corporation
(IS&T Representative)
Suzanne E. Grinnan, IS&T
Executive Director
Francisco Imai, Canon Development
Americas, Inc.
Erno Langendijk, Philips Research
Laboratories
Louis Silverstein, VCD Sciences, Inc.
(SID Representative)
Program Committee
©2009 Society for Imaging Science and Technology (IS&T) and Society for Information Display (SID)
Conference Overview . . . . . . . . . . 1
Conference At-a-Glance . . . . . . . . . 2
The Venue: Albuquerque, NM . . . . .2
CIC17 Technical Program . . . . . . . . 3
The Hunt Course . . . . . . . . . . . . . . .8
Short Course Program . . . . . . . . . . 9
Hotel Registration . . . . . . . . . . . . 19
Conference Registration . . . . . . . . 20
Sponsors
IS&T and SID would like to thank the
following companies for their support:
MERL
and
IS&T Sustaining Corporate Members
Adobe Systems Inc.
Canon Inc.
Eastman Kodak Company
Hewlett-Packard Company
Lexmark International, Inc.
Océ Technologies
Xerox Corporation
Become part of the CIC online community!
Search Facebook or LinkedIn groups for
“color imaging conference”
Welcome to CIC17
Seventeenth Color Imaging Conference
1
On behalf of the Society for Imaging Science and Technology and the Society for Information
Display, we are delighted to invite you to join us at the 17th IS&T/SID Color Imaging Confer-
ence (CIC17). This year’s Technical Program Chairs Erno Langendijk and Francisco Imai have
created a cutting-edge program on topics including lighting, printing, image capture, vision,
appearance, and displays.
Each day of the technical program begins with a keynote talk. We are very excited to
present these three distinguished speakers:
• Ted Adelson, John and Dorothy Wilson professor of vision science (MIT), will speak about
“The Perception of Surfaces and Materials,” demystifying some dramatic visual effects.
• Ingrid Vogels, senior research scientist (Visual Experiences Group, Philips Research) will
give an overview of the latest research in the fields of displays, lighting, and ambient
illumination, in her talk “How to Make Life More Colourful: From Image Quality to
Atmosphere Experience.”
• Robert W. G. Hunt will present a provocatively titled talk—The Challenge of our Known
Unknowns—posing problems for the audience to attack in their color research.
In addition to the oral presentations, the technical program includes the popular Interactive
Session and the preceding spotlight previews, moderated by Interactive Program Chairs Vien
Cheung and Philipp Urban. The interactive sessions provide direct access to authors and their
results in a rich environment for peer discussion.
We’ve added two panel discussions to this year’s program and hope to bring back the Late
Breaking News session. On Wednesday afternoon Joshua Pines (Technicolor) moderates a
panel discussion on Color and Movies, and on Friday morning, Louis Silverstein (VCD
Sciences, Inc.) leads one on Color Enhancement.
In following with past years, the CIC week begins with a comprehensive set of short courses
that span two days. Short Course Chairs Stephen Westland and Erika Kanematsu have as-
sembled a range of informative classes taught by experts in their fields, including many new
offerings. These courses are a great way to learn the relevant and focused background to
get the most out of the technical papers, which follow during the conference.
We hope first-time attendees and familiar faces find the five days of color imaging in
Albuquerque technically stimulating and a rewarding opportunity to network with industrial
and academic colleagues from around the world.
The Welcome and Conference Receptions, as well as a special Thursday evening talk and
musical event, offer attendees wonderful opportunities to network, and engage in detailed
discussions of the day’s technical presentations.
We wish to express our sincere thanks and appreciation to the entire conference committee,
reviewers, session chairs, and the helpful and professional staff at IS&T. We hope to see you
in Albuquerque.
—Moshe Ben Chorin and Karen Braun, General Conference Co-Chairs
Monday, November 9
Registration open 7:00 am to 5:00 pm
• Hunt two-day short course begins*
• four-hour short course on the fundamen-
tals of color measurement*
Tuesday, November 10
Registration open 7:00 am to 6:00 pm
• Short Course Program (11 two-hour and
2 four-hour classes offered; see page 9)*
• Hunt two-day short course continues*
• Welcome Reception
Wednesday, November 11
Registration open 7:00 am to 5:45 pm
• Keynote: The Perception of Surfaces and
Materials
• Technical Sessions
• Extreme Color
• Color Image Quality
• Color and Movies
• Interactive Spotlight Session I
• Color and Movies Panel and Discussion
• Conference Reception
* separate ticket required
Thursday, November 12
Registration open 8:00 am to 5:00 pm
• Keynote: How to Make Life More
Colourful: From Image Quality to
Atmosphere Experience
• IS&T Honors and Awards Presentations
• Technical Sessions
• Color and Light
• Spectral Color
• Interactive Spotlight Session II
• Printing and Color
• Interactive Paper Session
• Evening Lecture and Musical Event
Friday, November 13
Registration open 8:00 am to 3:30 pm
• Keynote: The Challenge of our Known
Unknowns
• Cactus Award Presentation
• Technical Session
• Color Enhancement
• Color Enhancement Panel Discussion
• Technical Sessions
• Color Manipulation
• Late Breaking News (papers TBA)
November 9-13, 2009 • Albuquerque, New Mexico
2
Conference At-a-Glance
Venue: Hotel Albuquerque at Old Town
www.hhandr.com/albuquerque.php
800 Rio Grande Boulevard, NW, Albuquerque, NM 87104 • 1-800/237-2133
CIC17 will be held at the charming Hotel Albuquerque at Old Town located in the city’s
historic district. Room rates for singles/doubles are $110/night. Internet access is
$5/week. The reservation form and information for registering online is located on page 19.
The hotel is located five miles from the Albuquerque International Sunport (airport) just off
Interstate 25. Walking out the back door of the conference center takes you directly into
Old Town Albuquerque, a quaint historic town square filled with restaurants, shops, and
the Museum of Art and History (www.albuquerqueoldtown.com). For more information
about Albuquerque and the surrounding area please visit www.itsatrip.org/.
There are direct flights to Albuquerque from more than 30 US cities including Newark,
NJ, Baltimore, Washington, DC (IAD), Seattle, San Francisco, Los Angeles, Chicago,
Atlanta, Orlando, and Dallas. For more information on other direct flights, visit
http://www.itsatrip.org/meetings/services/getting-here.aspx.
The average weather in November is a comfortable and sunny high of 57°F/13°C.
Wednesday November 11, 2009
8:45 - 9:30 AM
KEYNOTE SESSION
Session Chairs: Karen Braun, Xerox Corporation,
and Moshe Ben-Chorin, Genoa Color Technologies
Welcome Remarks
The Perception of Surfaces and Materials,
Edward (Ted) H. Adelson, MIT (USA)
9:30 - 10:30 AM
EXTREME COLOR
Session Chair: Brian Funt, Simon Fraser University
Reflectance, Illumination, and Edges,
John McCann, McCann Imaging (USA);
Carinna Parriman, University of the West
of England (UK); and Alessandro Rizzi,
Università degli Studi di Milano (Italy)
Jones and Condit Redux in High Dynamic
Range and Color, Rodney L. Heckaman and
Mark D. Fairchild, Rochester Institute of
Technology (USA)
A Method for Designing and Assessing
Sensors for Chromaticity Constancy in High
Dynamic Range Scenes, Sivalogeswaran
Ratnasingam and Steve Collins, University of
Oxford (UK); and Javier Hernández-Andrés,
University of Granada (Spain)
11:10 AM - 12:30 PM
COLOR IMAGE QUALITY
Session Chair: Nathan Moroney,
Hewlett-Packard Co.
Image Quality Measure for Evaluating
Gamut Mapping, Zofia Baranczuk and
Peter Zolliker, Swiss Federal Laboratory for
Materials Testing and Research (Switzerland);
and Joachim Giesen, Friedrich-Schiller
University Jena (Germany)
An Adaptive Bilateral Filter for Predicting
Color Image Difference, Zhaohui Wang and
Jon Yngve Hardeberg, Gjøvik University
College (Norway)
Evaluating Display Quality with Electroen-
cephalography, Wei-Chung Cheng,
National Chiao Tung University (Taiwan)
SV-CIELAB: Video Quality Assessment Using
Spatio-Velocity Contrast Sensitivity Function,
Keita Hirai, Jambal Tumurtogoo, Cayano
Kikuchi, Toshiya Nakaguchi, Norimichi
Tsumura, and Yoichi Miyake, Chiba University
(Japan)
2:00 - 3:10 PM
COLOR AND MOVIES
Session Chair: Lars Borg,
Adobe Systems
Optimizing Anaglyph Colors (Focal),
Thor Olson, Electronics for Imaging (USA)
Description and Evaluation of the Variability
of the Human Color Vision in an Anti-Piracy
Context, Didier Doyen, Jean-Jacques Sacré,
and Laurent Blondé, Thomson R&D (France)
From Contrast Sensitivity Function Construc-
tion to Visual Weightings Computation for
Digital Cinema, Vincent Rosselli, Mohamed-
Chaker Larabi, and Christine Fernandez-
Maloigne, University of Poitiers (France)
3:10 - 3:20 PM
INTERACTIVE PAPERS
SPOTLIGHT SESSION I
Session Chairs: Vien Cheung, University of Leeds
and Philipp Urban, Technische Universität
Darmstadt
Two-minute previews of papers that will be
presented during the Interactive Paper
Session on Thursday.
Experimental Design in Incomplete Paired-
Comparison Experiments, Vien Cheung,
Stephen Westland, and Yuan Li, University of
Leeds (UK)
Recent Progress with Extensions to
CIECAM02, Changjun Li, M. Ronnier Luo, and
Michael R. Pointer, University of Leeds (UK)
Seventeenth Color Imaging Conference
3
Technical Program
Automatic Multi-Resolution Spatio-Frequency
Analysis for Print Mottle Evaluation,
Siddharth Khullar, Eli Saber, and Sohail
Dianat, Rochester Institute of Technology; and
Jeff Trask, Robert Lawton, and Mark Shaw,
Hewlett-Packard Company (USA)
A New Colour Selection Method for
Characterising Digital Cameras,
Yi-Fan Chou, Changjun Li, and M. Ronnier
Luo, University of Leeds (UK)
A Home Décor Expert in Your Camera,
Joanna Marguier1
, Nina Bhatti2
, Harlyn
Baker2
, and Sabine Süsstrunk1
; 1
Ecole Poly-
technique Fédérale de Lausanne (Switzerland)
and 2
Hewlett-Packard Laboratories (USA)
New and Innovative Testing Technologies for
Effect Finishes, Gabriele Kigle-Boeckler,
BYK-Gardner GmbH (Germany)
An Efficient High Quality Color Transforma-
tion, Ingeborg Tastl1
, John Ludd Recker1
,
Yao Zhang2
, and Giordano Beretta1
; 1
Hewlett-
Packard Laboratories and 2
University of
California Davis (USA)
Monitor Characterization Model Using
Multiple Non-Square Matrices for Better
Accuracy, Thanh Huy Ha, Satyam Srivastava,
Edward J. Delp, and Jan P. Allebach, Purdue
University (USA)
Building ICC Profiles by Lattice Regression,
Eric K. Garcia and Maya R. Gupta, University
of Washington (USA)
Morphological Color Change in Morning
Glory, Hiroaki Kotera, Kotera Imaging
Laboratory (Japan)
4:10 - 5:30 PM
COLOR AND MOVIES PANEL
A discussion between panelists and the
audience featuring presentations by experts
from various aspects of the field.
Moderator:
Joshua Pines, Technicolor
Panelists:
TBA
Conference Reception
November 9-13, 2009 • Albuquerque, New Mexico
4
As in the past, this year’s CIC17 is accepting Late Breaking News (LBN) papers, which will
either be included in a session to be held Friday afternoon or incorporated into the Inter-
active Paper Session on Thursday. LBN papers offer researchers the opportunity to pro-
vide the latest technical results on recent research, i.e., results that were not available in
April, at the time of the deadline for regular paper submissions. Oral presentations are
15 minutes in length; Interactive presenters will be allowed a two-minute oral preview
and will participate in the two-hour poster session. If you have a topic you would like to
present at CIC17, please submit a full-length paper (2,000-3,500 words) that:
• is ready for publication,
• is in MS-Word or PDF format,
• follows the guidelines found at www.imaging.org/conferences/guidelines.cfm, and
• uses the US letter-size template.
Papers should be sent to cic17@imaging.org by September 8, 2009. Paper will be re-
viewed promptly and you will be expected to submit the final version (with any requested
revisions) by September 20, 2009 so that the paper may be included in the conference
proceedings.
LATE BREAKING NEWS PAPER SUBMISSIONS
Thursday November 12, 2009
8:30 - 9:20 AM
KEYNOTE SESSION
Session Chairs: Karen Braun, Xerox Corporation,
and Moshe Ben-Chorin, Genoa Color Technologies
How to Make Life More Colourful: From
Image Quality to Atmosphere Experience,
Ingrid M.L.C. Vogels, Philips Research (the
Netherlands)
IS&T Awards Presentations
9:30 - 10:30 AM
COLOR AND LIGHT
Session Chair: James Ferwerda,
Rochester Institute of Technology
Creation and Rendering of Stochastic
Dynamic Light Effects, Dragan Sekulovski and
Ramon Clout, Philips Research Europe; and
Bram Kater, G2 Speech BV (the Netherlands)
Spectral Imaging with a Programmable Light
Source, Shoji Tominaga, Takahiko Horiuchi,
and Hirokazu Kakinuma, Chiba University;
and Akira Kimachi, Osaka Electro-Communi-
cation University (Japan)
Watermark Encoding and Detection Using
Narrowband Illumination, Raja Bala,
Karen M. Braun, and Robert P. Loce, Xerox
Research Center (USA)
11:10 AM - 12:10 PM
SPECTRAL COLOR
Session Chair: Norimichi Tsumura, Chiba University
Distributions of Paramers and Paramer
Mismatch Gamuts, Philipp Urban, Technische
Universitär Darmstadt (Germany)
Spectral Imaging Model by XYZ+K Four-
Band Filter, Hiroaki Kotera, Kotera Imaging
Laboratory (Japan)
Yule-Nielsen Approach for Predicting the
Spectral Transmittance of Halftone Prints,
Mathieu Hébert and Roger D. Hersch,
Ecole Polytechnique Fédérale de Lausanne
(Switzerland)
12:10 - 12:30 PM
INTERACTIVE PAPERS
SPOTLIGHT SESSION II
Session Chairs: Vien Cheung, University of Leeds,
and Philipp Urban, Technische Universität
Darmstadt
Two-minute previews of papers that will be
presented during the Interactive Paper
Session later Thursday afternoon.
Perceived Image Quality of Printed Images
and Their Relation to Paper Properties,
Ole Norberg and Mattias Andersson, Mid
Sweden University (Sweden)
Attributes of a New Image Quality Model
for Color Prints, Marius Pedersen1
, Nicolas
Bonnier2
, Jon Y. Hardeberg1
, and Fritz
Albregtsen3
; 1
Gjøvik University College
(Norway), 2
Océ Print Logic Technologies SA
(France), and 3
University of Oslo (Norway)
In Situ Measured Spectral Radiation of
Natural Objects, Dietmar Wueller, Image
Engineering (Germany)
Ghosting Reflection Compensation for
Multispectral High Dynamic Range Imaging,
Johannes Brauers and Til Aach, RWTH
Aachen University (Germany)
Estimating Reflectances for a Spectral CMS,
Kristyn Falkenstern and Phil Green, London
College of Communication (UK); and Marc
Mahy, Agfa Graphics (Belgium)
Preferred Color Correction for Mixed Taking-
Illuminant Placement and Cropping,
Erin Fredericks and Mitchell R. Rosen,
Rochester Institute of Technology (USA)
Modeling Skin Colours for Preferred Colour
Reproduction, Huanzhao Zeng, Hewlett-
Packard Company (USA), and Ronnier Luo,
University of Leeds (UK)
Wide Gamut Color Mapping and Image
Enhancement Using Image Segmentation,
Erno H.A. Langendijk, Andreas S. Hotz, and
Karel J.G. Hinnen, Philips Research (the
Netherlands)
Material Classification Using Color and NIR
Images, Neda Salamati, Sabine Süsstrunk,
Seventeenth Color Imaging Conference
5
Digital Color Management:
Encoding Solutions
Edward J Giorgianni and Thomas E Madden,
list price $140
Colorimetry:
Fundamentals and Applications
Noburu Ohta and Alan Robertson
list price $130
Color Gamut Mapping
Jan Morovic
list price $130
Color Constancy
Marc Ebner
list price $150
Color Appearance Models,
2nd Edition
by Mark D. Fairchild
list price $150
and Clement Fredembach, Ecole Polytech-
nique Fédérale de Lausanne (Switzerland)
Effects of Image Dynamic Range on
Apparent Surface Gloss, Jonathan B.
Phillips, James A. Ferwerda, and Stefan Luka,
Rochester Institute of Technology (USA)
Real Reproducing of 3D Appearance with
Multi-Projectors and Cameras, Sayuri
Kamimigaki1
, Shoji Yamamoto2
, Keita Hirai1
,
Norimichi Tsumura1
, Toshiya Nakaguchi1
, and
Yoichi Miyake3
; 1
Chiba University, 2
Tokyo
Metropolitan College of Industrial Technology,
and 3
Research Center for Frontier Medical
Engineering (Japan)
2:00 - 2:40 PM
PRINTING AND COLOR
Session Chair: Patrick Emmel,
Clariant International Ltd
Evaluating the Use of the Perceptual Refer-
ence Medium Gamut in ICC Printing Works,
Nicolas Bonnier1, 2
, Nicolas Cardin1, 2
,
Christophe Leynadier2
, and Alain Sarlat2
;
1
Océ Print Logic Technologies SA and 2
Ecole
Nationale Supérieure Louis-Lumière (France)
Nominal Scaling of Print Substrates, Nathan
Moroney and Giordano Beretta, Hewlett-
Packard Laboratories (USA)
2:40 - 4:40 PM
INTERACTIVE PAPERS SESSION
Papers previewed on Wednesday and
Thursday are presented during this session,
which includes the chance to directly discuss
research with presenters and
light refreshments.
7:30 – 10:00 pm
THURSDAY EVENING PROGRAM
The Color of Music
Join us for a fascinating talk on the color of
sound followed by an evening of music
November 9-13, 2009 • Albuquerque, New Mexico
6
To get these prices, contact info@imaging.org.
CHOOSE ANY ONE OF THESE IS&T/WILEY SERIES
TITLES ON COLOR IMAGING FOR $90
Seventeenth Color Imaging Conference
7
Friday November 13, 2009
8:30 - 9:15 AM
KEYNOTE SESSION
Session Chairs: Karen Braun, Xerox Corporation,
and Moshe Ben-Chorin, Genoa Color Technologies
The Challenge of Our Known Unknowns,
Robert W. G. Hunt, consultant (UK)
Cactus Award Presentation
9:20 AM - 10:30 PM
COLOR ENHANCEMENT
Session Chair: John McCann, consultant
Realistic Skin Smoothing (Focal), Clement
Fredembach, Nathalie Barbuscia, and Sabine
Süsstrunk, Ecole Polytechnique Fédérale de
Lausanne (Switzerland)
Improved Color Reproduction by Hue
Preservation in Integrated Multi-Scale
Retinex, Wang-Jun Kyung1
, Tae-Hyoung Lee1
,
Choul-Hee Lee2
, and Yeong-Ho Ha1
;
1
Kyungpook National University and
2
Andong National University (South Korea)
Color Management for Flexible Cholesteric-
LCD under LED Illumination, Wei-Chung
Cheng, Huang-Ming P. Chen, Cheng-Fu
Cheng, and Yuh-Ferng Liu, National Chiao
Tung University; and Jih-Fon Huang, Industrial
Technology Research Institute (Taiwan)
11:10 AM - 12:30 PM
COLOR ENHANCEMENT PANEL
A discussion between panelists and the
audience featuring presentations on color
enhancement technologies.
Moderator:
Louis Silverstein, VCD Sciences, Inc.
Panelists:
TBA
2:00 - 3:30 PM
COLOR MANIPULATION
Session Chair: Jon Yngve Hardeberg,
Gjøvik University College
The tangiBook: A Tangible Display System
for Direct Interaction with Virtual Surfaces
(Focal), Benjamin A. Darling and James A.
Ferwerda, Rochester Institute of Technology
(USA)
Sharpening from Shadows: Sensor Trans-
forms for Removing Shadows Using a Single
Image, Mark S. Drew and Hamid Reza Vaezi
Joze, Simon Fraser University (Canada)
Shaped Local Regression and its Application
to Color Transforms, Vishal Monga and
Raja Bala, Xerox Research Center (USA)
A Unified Approach to Colour2Grey and
Image Enhancement through Gradient Field
Integration, Graham D. Finlayson, Roberto
Montagna, and David Connah, University
of East Anglia (UK)
4:00 – 5:00 PM
LATE BREAKING NEWS
Session Chairs: Francisco Imai, Canon Development
Americas, Inc., and Erno Langendijk, Philips
Research Laboratories Eindhoven
Submission for papers presented in this
session are due September 8, 2009; please
see page 4 for details.
November 9-13, 2009 • Albuquerque, New Mexico
8
CIC17 Short Course Program
This comprehensive two-day course
covers the principles of color perception,
measurement, and reproduction, as ap-
plied to photography, television, printing,
desktop publishing, and electronic imag-
ing. Each day consists of six one-hour
lectures with discussion.
Prerequisites
A minimum of one year of college chem-
istry, physics, and math is recommended
and some experience with color systems
is helpful, but not mandatory.
Benefits
Attendees will be able to:
• Describe normal color vision in terms
of system components and their
functions, trichromacy, adaptation,
and luminance
• Discuss light sources including
incandescent and fluorescent lamps,
daylight, color temperature, and
standard illuminants
• Understand the principles of
spectrophotometry, including the
geometry of illumination, and viewing
and dealing with fluorescent samples
• Explain the experimental basis of
colorimetry, and the reason why some
colors cannot be matched by RGB
additive mixtures
• Explain primaries, chromaticity, the
effects of changing primaries, and
color matching functions
• Describe the CIE system of colorime-
try, including the XYZ, u', v', CIELUV,
and CIELAB systems, and understand
the concepts of whiteness, advanced
color difference formulae, observer
and illuminant metamerism indices,
color inconstancy index, chromatic
adaptation transform, and color ap-
pearance models
• Describe color reproduction in terms
of both additive and subtractive
trichromatic principles and become fa-
miliar with television display devices
and color film and its processing
• Learn about densitometry and describe
the factors affecting tone reproduction
• Understand the principles involved in
broadcast television and digital cameras
• Discuss the application of color science
to lithographic printing
• Appreciate what factors affect quality
in digital imaging and desktop
publishing
• Understand the essential requisites of
successful color imaging
Robert Hunt worked for 36 years at the Kodak
Research Laboratories in Harrow, England,
taking early retirement as Assistant Director of
Research in 1982. Since then he has been an
independent color consultant. Hunt has had two
published books: The Reproduction of Colour,
now in its sixth edition, and Measuring Colour,
now in its third. He has attended all the previous
Color Imaging Conferences and is a regular con-
tributor of keynote papers. In 2009, Hunt was
awarded The Order of the British Empire “for
services to the field of colour science and to young
people through Crusaders."
Cost before October 11th:
$650 IS&T/SID members
$825 non-members
$250 student members
$285 student non-members
add $50 to all fees after Oct. 11, 2009
The Hunt Course: Basic Color Science and Imaging
Monday and Tuesday, November 9 & 10, 2009 • 8:30 am to 4:30 pm
An in-depth short course with Dr. Robert W. G. Hunt
Seventeenth Color Imaging Conference
9
MONDAY NOVEMBER 9, 2009
M1: Fundamentals of Color Measurement
1:00 – 5:00 pm (4 hours)
Instructor: David R. Wyble,
Rochester Institute of Technology
This short course begins by defining the
basic terms surrounding the instruments
and quantities used in spectral measure-
ment. It then covers the operation and
construction of spectrophotometers and
spectroradiometers by discussing the func-
tion of each of the various subsystems
present in the devices. Instrument stan-
dardization and the recommended CIE
geometries for reflectance and transmit-
tance are covered. Extending beyond tradi-
tional color measurements, bispectral fluo-
rescence measurements and gonio-apparent
color measurement is also explained. Last,
to evaluate instruments the concepts of
precision and accuracy of measurement
devices is introduced along with mathe-
matical techniques for the analysis.
Benefits: Attendees will be able to:
• Identify the components of spectropho-
tometers and spectroradiometers and
the functions of each
• Define the standardization process of
spectrophotometers and understand the
implications of standardization upon the
measurement process
• Interpret measurement requirements
and select appropriate measurement
parameters and geometries for various
applications
• Consider the implications of materials
properties as they relate to color
measurement, in particular when non-
standard measurement techniques are
required (eg: to quantify fluorescence or
gonio-apparent colors)
Intended Audience: color engineers and tech-
nologists responsible for making and inter-
preting color measurements of any type. An
engineering background is not required,
although an understanding of basic
scientific principles will be very helpful.
David R. Wyble is a color scientist within the
Munsell Color Science Laboratory at the Rochester
Institute of Technology. He holds a BS in computer
science and MS and PhD degrees in color science
from RIT and Chiba University, respectively. Wyble
currently teaches graduate color measurement
within MCSL. He has published in the areas of
device characterization and color instrumentation.
Wyble is active in ISCC and CORM.
TUESDAY NOVEMBER 10, 2009
8:00 – 10:00 AM
T1A: Spatio-chromatic Vision
Models for Imaging
8:00 – 10:00 am (2 hours)
Instructor: Jan Allebach, Purdue University
This course describes the context, structure,
and applications of spatio-chromatic vision
models for imaging. After a brief review of
the important characteristics of the visual
system and the basic concepts of color
science, a general framework for spatio-
chromatic vision models based on trichro-
macy, color opponency, and the limited
spatial frequency response of the vision
system is developed. Next applications of
these models to color image quantization
and digital color halftoning are discussed.
During the last part of the course, a more
complex group of models that account for
the multi-channel nature of the visual
system, the dependence of percept on
Take THREE or more short courses
and get 25% off your total short course
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November 9-13, 2009 • Albuquerque, New Mexico
10
contrast, and the role of the psychometric
function in describing detection and
discrimination is introduced. Finally,
potential applications of these models to
image quality assessment are discussed.
Benefits: Attendees will be able to:
• Understand the fundamental spatio-
chromatic aspects of the visual system
and how they can be captured in models
• Know how spatio-chromatic models
for the human visual system can be
used in the development of color image
quantization and halftoning algorithms,
and also for image quality assessment
Intended Audience: scientists, engineers, ana-
lysts, and managers involved in the design,
engineering, manufacturing, marketing, or
evaluation of imaging products, algorithms,
or systems. Participants should be familiar
with the function and basic properties of
color imaging systems. A rudimentary
knowledge of color science, linear systems,
and image processing would be helpful, but
is not essential.
Jan P. Allebach is Hewlett-Packard Professor of
Electrical and Computer Engineering at Purdue
University. His work on digital halftoning and image
rendering algorithms has been licensed by major
vendors in the printing industry and is used in
products, some of which have sold 100s of millions
of units world-wide. His current research interests
include image rendering, image quality, color imag-
ing, and digital publishing. Allebach is a Fellow of
IEEE, IS&T, and SPIE. He has been Distinguished/
Visiting Lecturer for IS&T and the IEEE Signal
Processing Society, and has received four teaching
awards while at Purdue. He received the Bowman
Award from IS&T in 1998, and was named 2004
Electronic Imaging Scientist of the Year. In 2007, he
was named Honorary Member of IS&T—the Soci-
ety’s highest honor. In 2008, he received the Purdue
College of Engineering Mentoring Excellence Award
and the Purdue Sigma Xi Faculty Research Award.
T2A: A Unified Paradigm for Color Management
8:00 – 10:00 am (2 hours)
Instructor: Thomas E. Madden,
Eastman Kodak Company
The principal objective of color manage-
ment is to represent, control, and communi-
cate color within and among color-imaging
systems. Numerous color-management
methods claiming to provide “device-
independent” color have not proven in
practice to be completely successful. This
course sets forth the basic principles
required to understand the successful
management of color in imaging systems.
Two fundamentally different methods of
representing color images are explored:
scene-based and rendered-image-based
color encoding. A discussion follows of
three basic color-management paradigms
describing the different behaviors of
various types of color-imaging systems. A
unified color-management paradigm is
then described which, together with its
unique appearance-based color encoding,
offers a comprehensive solution to the
difficult problem of managing color in
today’s complex color-imaging systems.
Benefits: Attendees will be able to:
• Understand why images from various
types of media and devices differ funda-
mentally in their basic color properties,
and the impact these differences have on
digital color management.
• List and compare the capabilities and
limitations in the technologies used in
various types of color-managed systems.
• Recognize how the relationship between
colorimetry and color appearance can
be handled in color-managed systems.
• Describe the properties of a unified
color-management paradigm.
• Differentiate the unified paradigm’s
appearance-based representation from
other color-encoding methods.
• Explain how the unified paradigm can
be translated to practical systems.
Intended Audience: scientists, engineers,
analysts, and managers involved in the
design, engineering, manufacturing,
marketing, or evaluation of digital imaging
systems.
Tom Madden is a senior principal scientist at
Eastman Kodak Company. The holder of numerous
patents, he is co-author of Digital Color Manage-
ment: Encoding Solutions and contributing author
to several other color-imaging texts. Madden is an
award-winning instructor at Kodak and a former
adjunct instructor at RIT. He is a contributor to
numerous publications, and a frequent lecturer at
technical symposia, universities, and industries in
the US, Canada, and Europe. Please note: A copy
of Digital Color Management: Encoding Solutions
is included with the price of the course.
T3A: Color Appearance Modeling and CIECAM02
8:00 – 10:00 am (2 hours)
Instructor: Nathan Moroney,
Hewlett-Packard Laboratories
This course begins with a review of color
appearance phenomena and the basics of
color appearance modeling, including
chromatic adaptation, color attribute cor-
relates, and other topics, such as gamut
mapping or device modeling. The class fo-
cuses on the CIECAM02 color appearance
model and its applications. The majority of
the course considers the forward model or
the calculation of color appearance attrib-
utes given stimulus tristimulus values and
information about the viewing conditions.
The inverse model is briefly covered, as are
the publicly available CIECAM02 tools
and the advantages and trade-offs of using
this model for specification applications.
Finally, in-class demonstrations and
worked examples are used to show the
model and its application to displays.
Benefits: Attendees will be able to:
• Understand the basic components of a
color appearance model
• Acquire working familiarity with the
CIECAM02 color appearance model
• Gain exposure to available tools and
resources for CIECAM02
• Participate in a hands-on demonstration
of the model
Intended Audience: researchers and developers
working in the area of color appearance
and color reproduction. The course in-
cludes examples and a detailed technical
discussion of the model so attendees will
benefit from previous familiarity with
colorimetry and the basics of color science.
Seventeenth Color Imaging Conference
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Track 1:
Imaging and Vision
Track 2:
Color Management
Track 3:
Color and Appearance
Track 4:
Image Processing
and Workflow
T1A: Spatio-chromatic
Vision Models for
Imaging
T2A: A Unified Paradigm
for Color Management
T3A: Color Appearance
Modeling and CIECAM02
T4A: Digital Camera Image
Capture and Processing—From
Pixels to Picture
T1B: Color Difference
Perception for Images
T2B: Color Optimization
for Displays
T3B: Image Appearance T4A continues
T1C: Image Quality and
Preference Assessment
Using Ranks: A Hands-on
Experience
T2C: Digital Camera
Color Characterization T3C: Color and Gloss
T4C: Spectral Imaging
Workflow
T1D: Psychophysics 101
T2D: Color in High Dynamic
Range Imaging
T4C continues
TUESDAY SHORT COURSES BY TRACK*
* Please note: Fundamentals of Color Measurement, is not listed under a track as it takes place on Monday, November 9; see page
9 for details.
November 9-13, 2009 • Albuquerque, New Mexico
12
Nathan Moroney is a principal scientist at Hewlett-
Packard Laboratories. He holds a BS in color science
from Philadelphia University and an MS in color
science from RIT’s Munsell Color Science Laboratory.
He was chair of technical committee 8-01, which
developed the CIECAM02 model. Moroney has
published papers, been granted patents, and given
invited presentations on color appearance model-
ing, non-photo realistic rendering, and color nam-
ing algorithms, and is the author of the reference
magazine Color Thesaurus. He is an IS&T Fellow
and a member of ISCC.
8:00 AM – 12:15 PM
T4A: Digital Camera Image Capture and
Processing—From Pixels to Picture
8:00 am – 12:15 pm (4 hours)
Instructor: Matt Whalen,
Applied Color Science, Inc.
This course presents an overview of the
image capture and processing elements in
a digital camera that transform raw pixel
output from an electronic image sensor into
full color video or still images. It examines
the differences between CCD and CMOS
image sensors that affect image quality and
describes a generic image processing pipe-
line (exposure control, Bayer de-mosaic,
color matrix, gamma, white balance, and
sharpening, etc.). The function of each pro-
cessing element is discussed including the
variations for specific implementations
and trade offs between image quality and
available camera resources.
Benefits: Attendees will be able to:
• Understand the differences between CCD
and CMOS sensors and the relative
merits/limitations of each
• Know the basic elements of a digital
camera image processing pipeline
• Understand the differences between
video and still image processing
• Appreciate the trade offs among image
processing algorithms
• Identify image processing problems
from evaluation of output images
Intended Audience: digital camera designers,
image processing engineers, and managers
engaged or interested in developing new
digital imaging devices or improving exist-
ing image processing workflows.
Matt Whalen, founder and chief imaging scientist for
Applied Color Science, Inc. (www.appliedcolorscience.
com) has been actively involved in CMOS image
sensor applications and digital image processing for
more than 10 years. Whalen’s work in image sensor
evaluation and image processing development has
ranged from consumer products (AT&T Videophone,
SiliconFilm’s eFilm cartridge) to medical (Smith and
Nephew HD endoscopy camera) to professional
(RED digital cinema camera). Whalen has held
senior technical positions with Lucent/ Bell Labs,
Conexant, and SiliconFilm Technologies. He current-
ly holds more than 10 patents in the areas of light-
wave and digital camera technology and has pub-
lished numerous technical articles and conference
papers in these areas. He has a BS and MS in physics
from Rutgers University and is a member of IS&T.
10:15 AM – 12:15 PM
T1B: Color Difference Perception for Images
10:15 – 12:15 pm (2 hours)
Instructor: M. Ronnier Luo, University of Leeds
This course is divided into two parts:
color difference evaluation for color patches
and images, respectively. The former covers
the fundamentals in understanding color
difference assessments such as visual assess-
ment methods, reference viewing condition,
and evaluation and development of color
difference formulas using visual results.
The latter introduces the way and theory
to extend the formulae based on patches
for evaluating images such as conventional
formula with add-on spatial filters, color
appearance model based formula, and image
appearance model. Furthermore, some ex-
periments conducted and associated with
CIE TC8-02 Colour Difference Evaluation
for Images will be introduced. The visual
results were used to evaluate the perform-
ance of various types of formulae.
Benefits: Attendees will be able to:
• Explain the techniques for visually
assessing color difference
• Understand different types of color
difference formulae and evaluate their
performances
• Apply color difference formula in the
imaging industry.
Intended Audience: color engineers and re-
search scientists involved with color repro-
duction, imaging device developers, com-
puter software developers. Knowledge of
fundamental colorimetry is assumed.
Ronnier Luo is a professor of colour and imaging
science in the Department of Colour Science, Uni-
versity of Leeds, and the director of CIE Division 1
(Vision and Colour). He has more than 300 publi-
cations in color and imaging science, and is a
Fellow of IS&T and the Society of Dyers and
Colourists. He is also the recipient of the 2009 and
2004 Gold Medal and Centenary Medal from the
Society of Dyers, the 2003 Davies Medal from the
Royal Photographic Society of Great Britain, and a
1994 Bartleson Research Award.
T2B: Color Optimization for Displays
10:15 – 12:15 pm (2 hours)
Instructor: Gabriel Marcu, Apple Inc.
This course introduces color optimization
techniques for various display types, cover-
ing LCD (transmissive, reflective, and
transflective), plasma, OLED, and projec-
tion systems (DLP, LCD, LcoS), and rang-
ing from mobile devices to large LCD TV
screens. Factors such as technology,
luminance level, dynamic/static contrast
ratio, linearization and gamma correction,
color gamut, viewing angle, uniformity,
white point, gray tracking, response time,
color model, calibration, and characteriza-
tion are discussed and color optimization
methods for displays are presented.
Benefits: Attendees will be able to:
• Identify the critical color parameters for
various displays from mobile devices to
LCD TV
• Understand color performances and lim-
itations for various LCD modes (TN,
IPS, MVA, FFS and OCB) used in
different devices (mobile, monitor, LCD
TV and projector)
• Select the optimal color model for a
display and highlight its dependency on
display technology
• Follow a live calibration and characteri-
zation of an LCD screen and of the
projector used in the class, using tools
varying from visual calibrator to
instrument based ones
• Apply the knowledge from the course to
practical problems of color optimization
for displays
Intended Audience: engineers, scientists,
managers, pre-press professionals, and those
confronting display related color issues.
Gabriel Marcu is senior scientist in ColorSync group
at Apple Inc. His achievements are in color repro-
duction on displays and desktop printing (charac-
terization/ calibration, halftoning, gamut mapping,
ICC profiling, HDR imaging, RAW color conver-
sion). Marcu is responsible for color calibration and
characterization of Apple display products. He has
taught seminars and short courses on color topics
for UC Berkeley, IMI London, and various IS&T,
SPIE, and SID conferences. He was co-chair of the
2006 SPIE/IS&T Electronic Imaging Symposium
and of CIC11; he is co-chair of the EI Color Imag-
ing Conference: Display, Hardcopy, Processing, and
Applications. Marcu is a SPIE Fellow.
T3B: Image Appearance
10:15 – 12:15 pm (2 hours)
Instructor: Mark Fairchild,
Rochester Institute of Technology (RIT)
This course provides an introduction to
image appearance specification and
modeling, as well as describes some funda-
mental phenomena and techniques. Con-
cepts for extending current color appear-
ance models such as CIECAM02 into
image appearance models dealing with
complex spatial and temporal interactions
Seventeenth Color Imaging Conference
13
November 9-13, 2009 • Albuquerque, New Mexico
14
are discussed, including an introduction of
one image appearance framework called
iCAM. Digital imaging systems can benefit
from accurate and efficient image appear-
ance models to allow rendering of image
data on various displays and the specifica-
tion of image
differences and quality.
Benefits: Attendees will be able to:
• Describe the extension of color
appearance to image appearance
• Summarize the framework of image
appearance models
• Develop, implement, and use image
difference/quality metrics
• Understand HDR image/video render-
ing issues
• Consider future directions in color and
image appearance
• Judge the utility of image appearance
models in their application
Intended Audience: scientists and engineers
involved in either designing or working
with systems that produce or reproduce
images/video in various media and/or are
observed under varying viewing condi-
tions. Knowledge of the fundamentals of
colorimetry and color appearance is
assumed.
Mark Fairchild is a professor at the Munsell Color
Science Laboratory in RIT’s Chester F. Carlson
Center for Imaging Science. He received his BS and
MS degrees in Imaging Science from RIT and PhD
in Vision Science from the University of Rochester.
He is author of the book, Color Appearance
Models, 2nd Ed. that serves as a reference to the
fundamentals of color appearance and the formula-
tion of specific models.
1:30 – 3:30 PM
T1C: Image Quality and Preference Assessment
Using Ranks: A Hands-on Experience
1:30 – 3:30 pm (2 hours)
Instructor: J. A. Stephen Viggiano,
Rochester Institute of Technology (RIT)
Learn how to use human observations to
assess image quality and get hands-on ex-
perience doing it. After a brief introduc-
tion/review of psychometric image prefer-
ence assessment, the modern analysis
method for rank order experiments is in-
troduced. A hands-on experience is the
focus of the course and a rank-order image
preference experiment is conducted and
analyzed using ordinary spreadsheet soft-
ware. Error bars are computed and range
tests run so that the stimuli may be placed
in groups not statistically significantly dif-
ferent from each other. The technique is
especially useful for hard-copy preference,
or preference of hard-copy reproductions
of soft-copy originals.
Benefits: Attendees will be able to:
• Construct an image preference scale
from a rank-order experiment
• Establish statistical significance between
different alternatives in a rank order
experiment
• Understand results of rank-order
experiments presented by others
• Recognize the advantages of rank-order
experiments over other methods
• Avoid pitfalls in older analysis methods
Intended Audience: this course assumes no
prior experience with psychometric-based
image preference/quality assessment, so
those new to psychometrics can expect to
understand the material; what is assumed
is a passing familiarity (perhaps from a
previous life) with basic statistics. Howev-
er, because the focus is hands-on activity,
even those familiar with psychometrics
who wish to bring their knowledge up to
date are encouraged to attend. If you are
using paired comparison and want to learn
Short Course Monitors are needed to help with
classes. Monitors take courses for free.
Interested?
Contact Diana Gonzalez at
CIC17@imaging.org
Priority is given to students.
a faster, more efficient way, or if you have
tried rank-order in the past, but are unfa-
miliar with modern analysis techniques or
have been wary of unreasonable assump-
tions (which are avoided in this modern
analysis protocol), you should attend this
course. Scientific, engineering, and mar-
keting personnel will all benefit from this
hands-on experience.
J. A. Stephen Viggiano is principal and founder of
Acolyte Color Research, a consulting and research
firm specializing in solutions to problems in color
science and technology. He is also a PhD candidate
at RIT’s Center for Imaging Science, with a concen-
tration in Color Science. Between 1991 and 2001,
Viggiano was a member of the faculty of RIT’s Col-
lege of Imaging Arts and Sciences, and has recently
taught Data Analysis at RIT'’sSchool of Mathemati-
cal Sciences. Until 2001, he was also employed by
RIT Research Corporation, where he had risen to
the position of principal imaging scientist. Viggiano
has presented this workshop as part of graduate-
level courses at RIT, as well as for corporate and
government clients.
T2C: Digital Camera Color Characterization
1:30 – 3:30 pm (2 hours)
Instructor: Jack Holm, Tarkus Imaging
In this course, attendees go through the
process of characterizing a digital camera’s
color analysis, including measuring the
spectral sensitivities of the camera, deter-
mining transforms from raw camera RGB
to scene-referred, and calculating the
camera’s color analysis gamut. Images are
processed using the characterizations deter-
mined, and the results are compared to in-
camera processed images and images
processed by camera raw processing applica-
tions using default characterizations. Scene-
referred images are encoded in appropriate
file formats and examples of some methods
for processing scene-referred images to out-
put-referred is shown. Most of the above is
accomplished using publicly available hard-
ware and software, so attendees should be
able to perform characterizations on their
own after completing the course.
Benefits: Attendees will be able to:
• Measure the spectral sensitivities of a
digital camera
• Select appropriate spectral training sets,
white balancing methods, and error
minimization metrics for determining
camera characterization transforms
• Determine camera characterization
transforms and the resulting scene
analysis color gamuts
• Create modules for applying the camera
characterization transforms such as ICC
profiles and DNG metadata
• Convert camera raw files to scene-
referred color encodings including
RIMM RGB, scRGB, and ACES (Acade-
my of Motion Picture Arts & Sciences
Color Encoding Specification).
Intended Audience: while there will be some
theoretical discussion, the primary focus
of the course is on real-time and interac-
tive performance of the tasks. The course
is designed more like a lab practical than a
lecture. For this reason, it should be acces-
sible to a range of participants with back-
grounds in digital photography and color
science (although the pace will be relatively
fast due to time limitations).
Jack Holm is the president & CTO of Tarkus
Imaging, a San Jose, California startup engaged in
digital photography technology development and
licensing, consulting, and test & measurement. He
is convener of the ISO committee responsible for
digital camera colour characterization, secretary
for the IEC committee on multimedia colour meas-
urement and management, and a contributor to
the AMPAS Image Interchange Framework. For-
merly he was a principal scientist at HP and a
professor at RIT.
T3C: Color and Gloss
1:30 – 3:30 pm (2 hours)
Instructor: Lindsay MacDonald,
London College of Communications
This course examines the relationship
between color and gloss in reflective sur-
faces. Real materials exhibit varying de-
Seventeenth Color Imaging Conference
15
November 9-13, 2009 • Albuquerque, New Mexico
16
grees of gloss and their apparent color
may vary considerably with viewing an-
gle, yet color measurement and device
characterization procedures usually try to
avoid the specular components from non-
Lambertian surfaces. This is a significant
problem for applications such as capture
of 3D object geometry, scene interpreta-
tion in machine vision, and realistic ren-
dering of surfaces in computer graphics.
This course covers relevant topics, based
on recent experimental results, publica-
tions, and international standards.
Benefits: Attendees will be able to:
• Review colorimetry, the CIE system, and
its limitations
• Explore the physics of gloss and the
bidirectional reflectance distribution
function (BRDF)
• Learn about the measurement of gloss
for multi-angle and goniometric meth-
ods and standards
• Understand the appearance of gloss,
including visual scales and interaction
with color
• Learn about modeling of gloss in com-
puter graphics and physical and visual
models
• Discover imaging techniques, based on
digital photography and laser scanning
Intended audience: color scientists and engineers
for image quality, cameras, and printers, as
well as engineers for medical image
processing
Lindsay MacDonald is professor of digital media at
the London College of Communication. He was for-
merly a professor at the Colour & Imaging Institute
in Derby. He has edited eight books on various as-
pects of color image science and engineering; his re-
search interests include the application of colorime-
try and color imaging to cultural heritage media,
including paintings, stained glass and ceramics. He
has been a frequent speaker at CICs and was con-
ference co-chair in 1996. MacDonald is a Fellow of
IS&T and the Royal Photographic Society. He was
a member of CIE Technical Committee TC1-65
“Measurement of Visual Appearance;” has recently
stepped down as chair of The Colour Group (Great
Britain); and is now chair of the organizing com-
mittee for the Twelfth Congress of the AIC, to be
held in the UK in 2013.
1:30 – 5:45 PM
T4C: Spectral Imaging Workflow
1:30 – 5:45 pm (4 hours)
Instructors: Mitchell Rosen, Rochester Institute of
Technology, and Philipp Urban, Technische
Universität Darmstadt
Conventional trichromatic imaging (i.e.,
RGB) can have a wide range of colorimet-
ric accuracy and is always constrained by
metamerism. For color-critical, scientific,
and archival applications, trichromatic im-
aging is often insufficient. Spectral imaging
alleviates these limitations. This short
course overviews spectral capture, spectral
color management and spectral printing.
Benefits: Attendees will be able to:
• Understand the advantages and disad-
vantages of spectral imaging compared
with trichromatic imaging
• List and compare different techniques of
spectral imaging
• Become familiar with the foundations of
estimating spectral reflectance from
multi-channel images
• Learn about separation techniques for
spectral reproduction
• Comprehend the applications of spectral
imaging for multi-ink printing and
spectral color management
Intended Audience: for those wishing to become
more familiar with the opportunities and
challenges within the emerging field of spec-
tral color reproduction, which may include
color and imaging scientists, camera and
printer designers, and image processing
specialists.
Mitchell R. Rosen is a research professor with the
Munsell Color Science Laboratory and director of
the Infinite Pixel Liberation Laboratory (iPixLab)
at RIT. His recent projects have spanned subjects
such as spectral and colorimetric color reproduction,
color management, immersive dynamic media, digi-
tal cinema and on-demand print quality. From
2002 – 2007 he was Color Imaging editor for JIST.
He is active in organizing international conferences
on spectral imaging. Rosen co-edited the book Col-
or Desktop Printer Technology. His website is
www.cis.rit.edu/rosen and he can be reached at
rosen@cis.rit.edu.
Philipp Urban has been head of an Emmy-Noether
research group at the Technische Universität
Darmstadt (Germany) since 2009. His research
focuses on spectral-based acquisition, processing,
and reproduction of color images considering the
limited metameric and spectral gamut and low dy-
namic range of output devices. From 2006-2008 he
was a visiting scientist at the RIT Munsell Color
Science Laboratory, where he developed the first
spectral-based copying system especially designed
for artwork reproduction. He holds a MS in mathe-
matics from the University of Hamburg and a PhD
from the Hamburg University of Technology
(Germany).
3:45 – 5:45 PM
T1D: Psychophysics 101—How to Design
Perception Experiments to Solve Problems in Color
Science and Engineering
3:45 – 5:45 pm (2 hours)
Instructor: James A. Ferwerda,
Rochester Institute of Technology
Psychophysical methods from experimen-
tal psychology can be used to quantify the
relationships between the properties of
images and the attributes people perceive.
The results of psychophysical experiments
can be used to create predictive models of
human perception that can guide the de-
velopment of effective and efficient color
imaging algorithms and enabling inter-
faces. The course provides an introduction
to the use of psychophysical methods in
color science and engineering and will
teach attendees how to develop experi-
ments that can be used to advance color
imaging research and applications.
Throughout the presentation, relevant
examples are used so that attendees under-
stand how to design and run their own
experiments; analyze the results; and de-
velop perceptually-based algorithms and
applications.
Benefits: Attendees will be able to:
• Identify the major techniques for meas-
uring perceptual thresholds and scales
• Design psychophysical experiments
using these techniques
• Analyze the data from these experi-
ments to derive perceptual metrics
• Apply this knowledge to practical
problems in color and imaging science
and engineering
Intended Audience: those who want to be able
to interpret the results of perception psy-
chology experiments and develop their
own user perception studies.The course as-
sumes a basic level understanding of issues
in color imaging science and engineering.
Familiarity with freshman-level college
math is helpful. No specific knowledge of
Seventeenth Color Imaging Conference
17
Short Course Fees
Separate registration is required.
If you register: by after
Oct. 11 Oct. 11
2-hour Member $155 $190
2-hour Non-member $185 $220
Madden 2-hour Member $235* $270*
Madden 2-hour Non-mem $260* $295*
4-hour Member $230 $265
4-hour Non-member $260 $295
Take 3 or more classes and get 25% off the
total fee (does not apply to student rates); see
page 20 for details.
Special Student Rate: Full- and part-time
students with official ID may register for any 2-
or 4-hour course for $50, except the Madden
course; see page 20 for details.
IS&T/SID reserves the right to cancel classes in the
event of insufficient advance registration.
Please indicate your interest early.
*Registration price includes a copy of his latest book,
Digital Color Management: Encoding Solutions
perception psychology or statistical meth-
ods is required. All relevant concepts are
introduced in the class.
James A. Ferwerda is an associate professor in the
RIT Munsell Color Science Laboratory. He received
a BA in psychology, MS in computer graphics, and
a PhD in experimental psychology from Cornell
University. The focus of his research is on building
computational models of human vision from psy-
chophysical experiments, and developing advanced
graphics algorithms based on these models. Current
research interests include: high dynamic range im-
aging; perceptually-based rendering; perception of
material properties; and low-vision and assistive
technologies. In 1992 he received the IEEE Com-
puter Society Paper of the Year Award, and in 2003
he was selected for the National Academy of Engi-
neering Frontiers of Engineering Program. He is an
associate editor of ACM Transactions on Applied
Perception, was guest editor for a special edition of
IEEE Computer Graphics and Applications on
Applied Perception, and serves as a member of
CIE Technical Committee TC8-08 on High
Dynamic Range Imaging.
T2D: Color in High Dynamic Range Imaging
3:45 – 5:45 pm (2 hours)
Instructor: Greg Ward, Anyhere Software
The techniques and technologies behind
high dynamic range (HDR) imaging, cov-
ering methods for HDR capture, represen-
tation, editing, and display are described
and the course features live demonstra-
tions of HDR image capture using a stan-
dard digital camera, and image-based
lighting techniques for rendering synthetic
objects into a real environment. Tone- and
gamut-mapping issues for low dynamic
range (LDR) output and printing are also
addressed.
Benefits: Attendees will be able to:
• Compare LDR to HDR imaging
• Outline basic methods for HDR image
capture
• List major HDR image formats, their
strengths, and weaknesses
• Describe the dual-modulation method
for HDR image display
• Summarize the tone-mapping problem
as it applies to HDR image printing
• Define image-based lighting and give
examples from recent movies
Intended Audience: color scientists, software
and hardware engineers, photographers,
cinematographers, production specialists,
and students interested in the means and
rewards of extending the dynamic range of
their pipeline. By taking the audience from
the basics of HDR to more advanced tech-
niques such as image-based lighting, we
hope to convey the simplicity and power of
this exciting new trend in digital imaging.
Greg Ward is a leader in the HDR space, having
developed the first widely-used HDR image file
format in 1986 as part of the RADIANCE lighting
simulation system. Since then, he has developed the
LogLuv TIFF HDR image format, the JPEG-HDR
format, and authored the application Photosphere,
an HDR image builder and browsing program.
More recently, he has been involved with Dolby
Canada’s HDR display developments, which employ
dual modulators to show colors 30 times as bright
and ten times as dark as conventional monitors.
Working in the computer graphics research commu-
nity for more than 20 years, Ward has developed
rendering algorithms, reflectance models and meas-
urement systems, tone reproduction operators,
HDR image processing techniques, and photo print-
er calibration methods. Past employers include
Lawrence Berkeley National Laboratory, EPFL,
SGI, Shutterfly, and Exponent. Ward holds a BS in
Physics from UC Berkeley and MS in Computer
Science from San Francisco State University. He is
currently a consultant in Albany, California
(www.anyhere.com).
November 9-13, 2009 • Albuquerque, New Mexico
18
BECOME A MEMBER
and take advantage of
REDUCED REGISTRATION
AND SHORT COURSE FEES
Seventeenth Color Imaging Conference
19
Name___________________________________________________________________________
Title/Position ____________________________________________________________________
Company _______________________________________________________________________
Mailing Address _________________________________________________________________
________________________________________________
________________________________
Telephone ______________ Fax ______________ Email ______________________________
Reservations Deadline: October 8, 2009
Hotel Albuquerque at Old Town
www.hhandr.com/albuquerque.php
800 Rio Grande Boulevard, NW • Albuquerque, NM 87104
telephone 505/843-6300; toll-free reservations 1-800-505-7829; fax 505/842-8426
Reservations may be made at www.hotelabq.com; enter GRPE79 in the box noted RATE CODE.
Or fax this form to 505/842-8426
A special block of rooms at a discounted rate ($110) is being held at the Hotel Albuquerque at Old
Town for the nights of November 9-13, 2009. The discounted rate will be honored for three days
before and after these dates based on availability. To guarantee a room, please fill out this form
and fax it to 505/842-8426; make your reservations online as noted above; or call the hotel
directly and identify yourself as part of the “IS&T Color Imaging Conference.” Reservations made
after October 8, 2009 will receive the group rate based on availability.
Check in time: 3:00 pm Checkout time: noon
Room rates: $110 single/double + 12.875% room tax
Internet access is an additional $5/week.
Arrival Time/Date ______________________Departure Date______________________
Please reserve my ___ Single ___ Double I prefer a ___ King ___ 2 double beds
Special Requirements (please indicate):
Deposit: ___ AMEX ___ MC ___ VISA
Card# _______________________________________ Exp. Date ______________
Name of cardholder ____________________________________________________
Notice of cancellation must be given to the hotel 24 hours prior to arrival date to
receive a full refund. Be sure to obtain a cancellation number.
There is no charge for children under 18 years when sharing a room with a parent.
Transportation Information
Information on flights in/out of Albuquerque (ABQ), as well as ground transportation, can be found at
www.cabq.gov/airport.
The Sunport Shuttle provides convenient service between the airport and the hotel for $15/one way;
$28/round trip, per person. The Sunport Shuttle check-in counter is located inside the airport on the Baggage
Claim level across from Southwest’s Baggage Carousel No. 3. The shuttle runs from 4:30 am until 10:00 pm.
For reservations and more information, please visit www.sunportshuttle.com or call 505/883-4966.
Taxi service is also available at the terminal. The typical charge is $24. For more information and services call
the Albuquerque Cab Company 505/883-4888 or Yellow Cab Company 505/247-8888.
CIC17 Hotel Registration
November 9-13, 2009 • Albuquerque, New Mexico
20
Conference registration includes admission to all technical sessions, full-color conference
proceedings with CD, coffee breaks, and receptions. Separate registration fees are required
for short courses. You may also register online at www.imaging.org/conferences/CIC17.
Conference Registration (CHECK ONE) IS&T/SID Member Non-member TOTAL
Register early and save $100. After October 11, add $100 to the appropriate fee below.
___ Technical Registration $620 $720 $ _____
___ Speaker/Session Chair $520 $620 $ _____
___ Student (ID required) $125 $150 $ _____
Extra copy of Proceedings (special pre-conference/onsite rate)
___ Extra copy $85 $85 $ _____
Hunt Short Course Registration
After October 11th, add $50 to the appropriate fee below.
___ 2-day Hunt Course $650 $825 $ _____
___ 2-day Hunt Course Student $250 $285 $ _____
Short Course Registration (be sure to multiply number of classes by per course fee and place on total line)
After October 11th, add $35 to the appropriate fee below.
___ 4-hour course ❑ M1 ❑ T4A ❑ T4C $230 $260 $ _____
___ 4-hour course Student ❑ M1 ❑ T4A ❑ T4C $50 $50 $ _____
___ T2A (2-hours, includes book, see p. 11*) $235 $260 $ _____
___ T2A Student (2-hours, includes book, see p. 11*) $130 $130 $ _____
(see note bottom of next page)
___ 2-hour course (per class) $155 $185 $ _____
___ 2-hour course Student (per class) $50 $50 $ _____
Check all that apply: ❑ T1A ❑ T1B ❑ T1C ❑ T1D ❑ T2B ❑ T2C ❑ T2D
❑ T3A ❑ T3B ❑ T3C
OR
Take three or more classes and receive 25% off the total price*
(enter three two- or four-hour courses, fill in member or non-member fee next to each, add to-
gether, and multiply by .75 to get your price, representing 25% savings; add additional lines
if needed; students may not take advantage of this offer)
T/M____ $ _____ + T____ $ _____ + T____ $ _____ = $______ x .75 = $ _____
Page Subtotal $ _____
continued on next page
CIC17 Conference Registration
Name___________________________________________________________________________
Title/Position ____________________________________________________________________
Company _______________________________________________________________________
Mailing Address _________________________________________________________________
________________________________________________________________________________
Telephone ______________ Fax ______________ Email _____________________________
Seventeenth Color Imaging Conference
Spouse/Guest Tickets
___ Admission to CIC17 Welcome and Conference Receptions $55 $ _____
Name/Affiliation of Guest for badge: ________________________________________
Membership US address Non-US Address
___ IS&T new membership (join now; your membership is good until 12/10) $95 $105 $ _____
___ IS&T membership renewal (expires 12/31/10): $95 $105 $ _____
___ Student membership (expires 09/30/10) $25 $25 $ _____
Members receive one complementary online journal; you may purchase a hard copy or online
subscription in addition to your complementary online journal. Please select one complementary
online journal:
❑ JIST (Journal of Imaging Science and Technology) ❑ JEI (Journal of Electronic Imaging)
Indicate additional subscriptions here:
❑ hard copy JIST $55 $70 $ _____
❑ hard copy JEI $55 $55 $ _____
❑ Online subscription to JIST $55 $55 $ _____
❑ Online subscription to JEI $55 $55 $ _____
join now and calculate fees based on member rates
Subtotal from previous page $ _____
GRAND TOTAL $ _____
Payment Method: ❑ Check (Check # ________) ❑ AMEX ❑ MC ❑ VISA ❑ Discover
(to arrange for a bank transfer, contact info@imaging.org)
Card#: ______________________________________________ Exp. Date: ______________
Name as it appears on card: ____________________________________________________
Authorization Signature: _________________________________________________________
Return this form with signed credit card authorization or check payable in US dollars to
IS&T, 7003 Kilworth Lane, Springfield, VA 22151
or fax to 703/642-9094
register online at www.imaging.org/conferences/cic17
Please note: To cover bank charges and processing fees, there is a cancellation fee of $75 until
November 6, 2009. After that date, the cancellation fee is 50% of the total plus $75. All requests for
refund must be made in writing. No refunds will be given without a written request after December 9, 2009.
*If you already own a copy of Digital Color Management: Encoding Solutions by Edward J Giorgianni and
Thomas E Madden, you may choose one of the other books highlighted on page 6. Please indicate the
one you’d like as part of your registration here: _______________________________________________
_________________________________________________________________________________________
SeventeenthColorImagingConference/CIC17
SocietyforImagingScienceandTechnology
7003KilworthLane
Springfield,VA22151USA
703/642-9090;703/642-9094(fax)
IS&T
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CIC 17 Preliminary Program

  • 1. Seventeenth Color Imaging Conference November 9-13, 2009 Albuquerque, New Mexico Color Science and Engineering Systems, Technologies, and Applications www.imaging.org/conferences/CIC17 Cooperating Societies Inter-Society Color Council (ISCC) Imaging Society of Japan (ISJ) Royal Photographic Society of Great Britain (RPS) Society of Motion Picture and Television Engineers (SMPTE) Society of Photographic Science and Technology of Japan (SPSTJ) Sponsored by Society for Imaging Science and Technology and Society for Information Display IS&T PRELIMINARYPROGRAM imaging.org
  • 2. Table of Contents November 9-13, 2009 • Albuquerque, New Mexico General Chairs Karen Braun Xerox Corporation 585/422-6380 karen.braun@xerox.com Moshe Ben-Chorin Genoa Color Technologies +972-9-950-9970 x106 moshe@genoacolor.com Technical Program Chairs Francisco Imai Canon Development Americas, Inc. 408/468-2811 francisco.imai@cda.canon.com Erno Langendijk Philips Research Laboratories Eindhoven +31 40 274 5406 erno.langendijk@philips.com Short Course Chairs Erika Kanematsu Nikon Corp. +81 3 3773 1111 erica.k@nikon.co.jp Stephen Westland University of Leeds +44 113 343 3752 s.westland@leeds.ac.uk Interactive Paper Chairs Vien Cheung University of Leeds +44 113 343 8082 t.l.v.cheung@leeds.ac.uk Philipp Urban Technische Universität Darmstadt +49 6151 16 37275 urban@idd.tu-darmstadt.de Sponsorship Chair Mitchell Rosen Munsell Color Science Lab / RIT 585/475-7691 rosen@cis.rit.edu Technical Program Committee Masao Aizu, Canon Aldo Badano, Food & Drug Administration Clement Fredembach, EPFL Gabriel Marcu, Apple Inc. Joshua Pines, Technicolor Kevin Spaulding, Eastman Kodak Company Steering Committee Moshe Ben-Chorin, Genoa Color Technologies Karen Braun, Xerox Corporation Robert Buckley, Xerox Corporation (IS&T Representative) Suzanne E. Grinnan, IS&T Executive Director Francisco Imai, Canon Development Americas, Inc. Erno Langendijk, Philips Research Laboratories Louis Silverstein, VCD Sciences, Inc. (SID Representative) Program Committee ©2009 Society for Imaging Science and Technology (IS&T) and Society for Information Display (SID) Conference Overview . . . . . . . . . . 1 Conference At-a-Glance . . . . . . . . . 2 The Venue: Albuquerque, NM . . . . .2 CIC17 Technical Program . . . . . . . . 3 The Hunt Course . . . . . . . . . . . . . . .8 Short Course Program . . . . . . . . . . 9 Hotel Registration . . . . . . . . . . . . 19 Conference Registration . . . . . . . . 20 Sponsors IS&T and SID would like to thank the following companies for their support: MERL and IS&T Sustaining Corporate Members Adobe Systems Inc. Canon Inc. Eastman Kodak Company Hewlett-Packard Company Lexmark International, Inc. Océ Technologies Xerox Corporation Become part of the CIC online community! Search Facebook or LinkedIn groups for “color imaging conference”
  • 3. Welcome to CIC17 Seventeenth Color Imaging Conference 1 On behalf of the Society for Imaging Science and Technology and the Society for Information Display, we are delighted to invite you to join us at the 17th IS&T/SID Color Imaging Confer- ence (CIC17). This year’s Technical Program Chairs Erno Langendijk and Francisco Imai have created a cutting-edge program on topics including lighting, printing, image capture, vision, appearance, and displays. Each day of the technical program begins with a keynote talk. We are very excited to present these three distinguished speakers: • Ted Adelson, John and Dorothy Wilson professor of vision science (MIT), will speak about “The Perception of Surfaces and Materials,” demystifying some dramatic visual effects. • Ingrid Vogels, senior research scientist (Visual Experiences Group, Philips Research) will give an overview of the latest research in the fields of displays, lighting, and ambient illumination, in her talk “How to Make Life More Colourful: From Image Quality to Atmosphere Experience.” • Robert W. G. Hunt will present a provocatively titled talk—The Challenge of our Known Unknowns—posing problems for the audience to attack in their color research. In addition to the oral presentations, the technical program includes the popular Interactive Session and the preceding spotlight previews, moderated by Interactive Program Chairs Vien Cheung and Philipp Urban. The interactive sessions provide direct access to authors and their results in a rich environment for peer discussion. We’ve added two panel discussions to this year’s program and hope to bring back the Late Breaking News session. On Wednesday afternoon Joshua Pines (Technicolor) moderates a panel discussion on Color and Movies, and on Friday morning, Louis Silverstein (VCD Sciences, Inc.) leads one on Color Enhancement. In following with past years, the CIC week begins with a comprehensive set of short courses that span two days. Short Course Chairs Stephen Westland and Erika Kanematsu have as- sembled a range of informative classes taught by experts in their fields, including many new offerings. These courses are a great way to learn the relevant and focused background to get the most out of the technical papers, which follow during the conference. We hope first-time attendees and familiar faces find the five days of color imaging in Albuquerque technically stimulating and a rewarding opportunity to network with industrial and academic colleagues from around the world. The Welcome and Conference Receptions, as well as a special Thursday evening talk and musical event, offer attendees wonderful opportunities to network, and engage in detailed discussions of the day’s technical presentations. We wish to express our sincere thanks and appreciation to the entire conference committee, reviewers, session chairs, and the helpful and professional staff at IS&T. We hope to see you in Albuquerque. —Moshe Ben Chorin and Karen Braun, General Conference Co-Chairs
  • 4. Monday, November 9 Registration open 7:00 am to 5:00 pm • Hunt two-day short course begins* • four-hour short course on the fundamen- tals of color measurement* Tuesday, November 10 Registration open 7:00 am to 6:00 pm • Short Course Program (11 two-hour and 2 four-hour classes offered; see page 9)* • Hunt two-day short course continues* • Welcome Reception Wednesday, November 11 Registration open 7:00 am to 5:45 pm • Keynote: The Perception of Surfaces and Materials • Technical Sessions • Extreme Color • Color Image Quality • Color and Movies • Interactive Spotlight Session I • Color and Movies Panel and Discussion • Conference Reception * separate ticket required Thursday, November 12 Registration open 8:00 am to 5:00 pm • Keynote: How to Make Life More Colourful: From Image Quality to Atmosphere Experience • IS&T Honors and Awards Presentations • Technical Sessions • Color and Light • Spectral Color • Interactive Spotlight Session II • Printing and Color • Interactive Paper Session • Evening Lecture and Musical Event Friday, November 13 Registration open 8:00 am to 3:30 pm • Keynote: The Challenge of our Known Unknowns • Cactus Award Presentation • Technical Session • Color Enhancement • Color Enhancement Panel Discussion • Technical Sessions • Color Manipulation • Late Breaking News (papers TBA) November 9-13, 2009 • Albuquerque, New Mexico 2 Conference At-a-Glance Venue: Hotel Albuquerque at Old Town www.hhandr.com/albuquerque.php 800 Rio Grande Boulevard, NW, Albuquerque, NM 87104 • 1-800/237-2133 CIC17 will be held at the charming Hotel Albuquerque at Old Town located in the city’s historic district. Room rates for singles/doubles are $110/night. Internet access is $5/week. The reservation form and information for registering online is located on page 19. The hotel is located five miles from the Albuquerque International Sunport (airport) just off Interstate 25. Walking out the back door of the conference center takes you directly into Old Town Albuquerque, a quaint historic town square filled with restaurants, shops, and the Museum of Art and History (www.albuquerqueoldtown.com). For more information about Albuquerque and the surrounding area please visit www.itsatrip.org/. There are direct flights to Albuquerque from more than 30 US cities including Newark, NJ, Baltimore, Washington, DC (IAD), Seattle, San Francisco, Los Angeles, Chicago, Atlanta, Orlando, and Dallas. For more information on other direct flights, visit http://www.itsatrip.org/meetings/services/getting-here.aspx. The average weather in November is a comfortable and sunny high of 57°F/13°C.
  • 5. Wednesday November 11, 2009 8:45 - 9:30 AM KEYNOTE SESSION Session Chairs: Karen Braun, Xerox Corporation, and Moshe Ben-Chorin, Genoa Color Technologies Welcome Remarks The Perception of Surfaces and Materials, Edward (Ted) H. Adelson, MIT (USA) 9:30 - 10:30 AM EXTREME COLOR Session Chair: Brian Funt, Simon Fraser University Reflectance, Illumination, and Edges, John McCann, McCann Imaging (USA); Carinna Parriman, University of the West of England (UK); and Alessandro Rizzi, Università degli Studi di Milano (Italy) Jones and Condit Redux in High Dynamic Range and Color, Rodney L. Heckaman and Mark D. Fairchild, Rochester Institute of Technology (USA) A Method for Designing and Assessing Sensors for Chromaticity Constancy in High Dynamic Range Scenes, Sivalogeswaran Ratnasingam and Steve Collins, University of Oxford (UK); and Javier Hernández-Andrés, University of Granada (Spain) 11:10 AM - 12:30 PM COLOR IMAGE QUALITY Session Chair: Nathan Moroney, Hewlett-Packard Co. Image Quality Measure for Evaluating Gamut Mapping, Zofia Baranczuk and Peter Zolliker, Swiss Federal Laboratory for Materials Testing and Research (Switzerland); and Joachim Giesen, Friedrich-Schiller University Jena (Germany) An Adaptive Bilateral Filter for Predicting Color Image Difference, Zhaohui Wang and Jon Yngve Hardeberg, Gjøvik University College (Norway) Evaluating Display Quality with Electroen- cephalography, Wei-Chung Cheng, National Chiao Tung University (Taiwan) SV-CIELAB: Video Quality Assessment Using Spatio-Velocity Contrast Sensitivity Function, Keita Hirai, Jambal Tumurtogoo, Cayano Kikuchi, Toshiya Nakaguchi, Norimichi Tsumura, and Yoichi Miyake, Chiba University (Japan) 2:00 - 3:10 PM COLOR AND MOVIES Session Chair: Lars Borg, Adobe Systems Optimizing Anaglyph Colors (Focal), Thor Olson, Electronics for Imaging (USA) Description and Evaluation of the Variability of the Human Color Vision in an Anti-Piracy Context, Didier Doyen, Jean-Jacques Sacré, and Laurent Blondé, Thomson R&D (France) From Contrast Sensitivity Function Construc- tion to Visual Weightings Computation for Digital Cinema, Vincent Rosselli, Mohamed- Chaker Larabi, and Christine Fernandez- Maloigne, University of Poitiers (France) 3:10 - 3:20 PM INTERACTIVE PAPERS SPOTLIGHT SESSION I Session Chairs: Vien Cheung, University of Leeds and Philipp Urban, Technische Universität Darmstadt Two-minute previews of papers that will be presented during the Interactive Paper Session on Thursday. Experimental Design in Incomplete Paired- Comparison Experiments, Vien Cheung, Stephen Westland, and Yuan Li, University of Leeds (UK) Recent Progress with Extensions to CIECAM02, Changjun Li, M. Ronnier Luo, and Michael R. Pointer, University of Leeds (UK) Seventeenth Color Imaging Conference 3 Technical Program
  • 6. Automatic Multi-Resolution Spatio-Frequency Analysis for Print Mottle Evaluation, Siddharth Khullar, Eli Saber, and Sohail Dianat, Rochester Institute of Technology; and Jeff Trask, Robert Lawton, and Mark Shaw, Hewlett-Packard Company (USA) A New Colour Selection Method for Characterising Digital Cameras, Yi-Fan Chou, Changjun Li, and M. Ronnier Luo, University of Leeds (UK) A Home Décor Expert in Your Camera, Joanna Marguier1 , Nina Bhatti2 , Harlyn Baker2 , and Sabine Süsstrunk1 ; 1 Ecole Poly- technique Fédérale de Lausanne (Switzerland) and 2 Hewlett-Packard Laboratories (USA) New and Innovative Testing Technologies for Effect Finishes, Gabriele Kigle-Boeckler, BYK-Gardner GmbH (Germany) An Efficient High Quality Color Transforma- tion, Ingeborg Tastl1 , John Ludd Recker1 , Yao Zhang2 , and Giordano Beretta1 ; 1 Hewlett- Packard Laboratories and 2 University of California Davis (USA) Monitor Characterization Model Using Multiple Non-Square Matrices for Better Accuracy, Thanh Huy Ha, Satyam Srivastava, Edward J. Delp, and Jan P. Allebach, Purdue University (USA) Building ICC Profiles by Lattice Regression, Eric K. Garcia and Maya R. Gupta, University of Washington (USA) Morphological Color Change in Morning Glory, Hiroaki Kotera, Kotera Imaging Laboratory (Japan) 4:10 - 5:30 PM COLOR AND MOVIES PANEL A discussion between panelists and the audience featuring presentations by experts from various aspects of the field. Moderator: Joshua Pines, Technicolor Panelists: TBA Conference Reception November 9-13, 2009 • Albuquerque, New Mexico 4 As in the past, this year’s CIC17 is accepting Late Breaking News (LBN) papers, which will either be included in a session to be held Friday afternoon or incorporated into the Inter- active Paper Session on Thursday. LBN papers offer researchers the opportunity to pro- vide the latest technical results on recent research, i.e., results that were not available in April, at the time of the deadline for regular paper submissions. Oral presentations are 15 minutes in length; Interactive presenters will be allowed a two-minute oral preview and will participate in the two-hour poster session. If you have a topic you would like to present at CIC17, please submit a full-length paper (2,000-3,500 words) that: • is ready for publication, • is in MS-Word or PDF format, • follows the guidelines found at www.imaging.org/conferences/guidelines.cfm, and • uses the US letter-size template. Papers should be sent to cic17@imaging.org by September 8, 2009. Paper will be re- viewed promptly and you will be expected to submit the final version (with any requested revisions) by September 20, 2009 so that the paper may be included in the conference proceedings. LATE BREAKING NEWS PAPER SUBMISSIONS
  • 7. Thursday November 12, 2009 8:30 - 9:20 AM KEYNOTE SESSION Session Chairs: Karen Braun, Xerox Corporation, and Moshe Ben-Chorin, Genoa Color Technologies How to Make Life More Colourful: From Image Quality to Atmosphere Experience, Ingrid M.L.C. Vogels, Philips Research (the Netherlands) IS&T Awards Presentations 9:30 - 10:30 AM COLOR AND LIGHT Session Chair: James Ferwerda, Rochester Institute of Technology Creation and Rendering of Stochastic Dynamic Light Effects, Dragan Sekulovski and Ramon Clout, Philips Research Europe; and Bram Kater, G2 Speech BV (the Netherlands) Spectral Imaging with a Programmable Light Source, Shoji Tominaga, Takahiko Horiuchi, and Hirokazu Kakinuma, Chiba University; and Akira Kimachi, Osaka Electro-Communi- cation University (Japan) Watermark Encoding and Detection Using Narrowband Illumination, Raja Bala, Karen M. Braun, and Robert P. Loce, Xerox Research Center (USA) 11:10 AM - 12:10 PM SPECTRAL COLOR Session Chair: Norimichi Tsumura, Chiba University Distributions of Paramers and Paramer Mismatch Gamuts, Philipp Urban, Technische Universitär Darmstadt (Germany) Spectral Imaging Model by XYZ+K Four- Band Filter, Hiroaki Kotera, Kotera Imaging Laboratory (Japan) Yule-Nielsen Approach for Predicting the Spectral Transmittance of Halftone Prints, Mathieu Hébert and Roger D. Hersch, Ecole Polytechnique Fédérale de Lausanne (Switzerland) 12:10 - 12:30 PM INTERACTIVE PAPERS SPOTLIGHT SESSION II Session Chairs: Vien Cheung, University of Leeds, and Philipp Urban, Technische Universität Darmstadt Two-minute previews of papers that will be presented during the Interactive Paper Session later Thursday afternoon. Perceived Image Quality of Printed Images and Their Relation to Paper Properties, Ole Norberg and Mattias Andersson, Mid Sweden University (Sweden) Attributes of a New Image Quality Model for Color Prints, Marius Pedersen1 , Nicolas Bonnier2 , Jon Y. Hardeberg1 , and Fritz Albregtsen3 ; 1 Gjøvik University College (Norway), 2 Océ Print Logic Technologies SA (France), and 3 University of Oslo (Norway) In Situ Measured Spectral Radiation of Natural Objects, Dietmar Wueller, Image Engineering (Germany) Ghosting Reflection Compensation for Multispectral High Dynamic Range Imaging, Johannes Brauers and Til Aach, RWTH Aachen University (Germany) Estimating Reflectances for a Spectral CMS, Kristyn Falkenstern and Phil Green, London College of Communication (UK); and Marc Mahy, Agfa Graphics (Belgium) Preferred Color Correction for Mixed Taking- Illuminant Placement and Cropping, Erin Fredericks and Mitchell R. Rosen, Rochester Institute of Technology (USA) Modeling Skin Colours for Preferred Colour Reproduction, Huanzhao Zeng, Hewlett- Packard Company (USA), and Ronnier Luo, University of Leeds (UK) Wide Gamut Color Mapping and Image Enhancement Using Image Segmentation, Erno H.A. Langendijk, Andreas S. Hotz, and Karel J.G. Hinnen, Philips Research (the Netherlands) Material Classification Using Color and NIR Images, Neda Salamati, Sabine Süsstrunk, Seventeenth Color Imaging Conference 5
  • 8. Digital Color Management: Encoding Solutions Edward J Giorgianni and Thomas E Madden, list price $140 Colorimetry: Fundamentals and Applications Noburu Ohta and Alan Robertson list price $130 Color Gamut Mapping Jan Morovic list price $130 Color Constancy Marc Ebner list price $150 Color Appearance Models, 2nd Edition by Mark D. Fairchild list price $150 and Clement Fredembach, Ecole Polytech- nique Fédérale de Lausanne (Switzerland) Effects of Image Dynamic Range on Apparent Surface Gloss, Jonathan B. Phillips, James A. Ferwerda, and Stefan Luka, Rochester Institute of Technology (USA) Real Reproducing of 3D Appearance with Multi-Projectors and Cameras, Sayuri Kamimigaki1 , Shoji Yamamoto2 , Keita Hirai1 , Norimichi Tsumura1 , Toshiya Nakaguchi1 , and Yoichi Miyake3 ; 1 Chiba University, 2 Tokyo Metropolitan College of Industrial Technology, and 3 Research Center for Frontier Medical Engineering (Japan) 2:00 - 2:40 PM PRINTING AND COLOR Session Chair: Patrick Emmel, Clariant International Ltd Evaluating the Use of the Perceptual Refer- ence Medium Gamut in ICC Printing Works, Nicolas Bonnier1, 2 , Nicolas Cardin1, 2 , Christophe Leynadier2 , and Alain Sarlat2 ; 1 Océ Print Logic Technologies SA and 2 Ecole Nationale Supérieure Louis-Lumière (France) Nominal Scaling of Print Substrates, Nathan Moroney and Giordano Beretta, Hewlett- Packard Laboratories (USA) 2:40 - 4:40 PM INTERACTIVE PAPERS SESSION Papers previewed on Wednesday and Thursday are presented during this session, which includes the chance to directly discuss research with presenters and light refreshments. 7:30 – 10:00 pm THURSDAY EVENING PROGRAM The Color of Music Join us for a fascinating talk on the color of sound followed by an evening of music November 9-13, 2009 • Albuquerque, New Mexico 6 To get these prices, contact info@imaging.org. CHOOSE ANY ONE OF THESE IS&T/WILEY SERIES TITLES ON COLOR IMAGING FOR $90
  • 9. Seventeenth Color Imaging Conference 7 Friday November 13, 2009 8:30 - 9:15 AM KEYNOTE SESSION Session Chairs: Karen Braun, Xerox Corporation, and Moshe Ben-Chorin, Genoa Color Technologies The Challenge of Our Known Unknowns, Robert W. G. Hunt, consultant (UK) Cactus Award Presentation 9:20 AM - 10:30 PM COLOR ENHANCEMENT Session Chair: John McCann, consultant Realistic Skin Smoothing (Focal), Clement Fredembach, Nathalie Barbuscia, and Sabine Süsstrunk, Ecole Polytechnique Fédérale de Lausanne (Switzerland) Improved Color Reproduction by Hue Preservation in Integrated Multi-Scale Retinex, Wang-Jun Kyung1 , Tae-Hyoung Lee1 , Choul-Hee Lee2 , and Yeong-Ho Ha1 ; 1 Kyungpook National University and 2 Andong National University (South Korea) Color Management for Flexible Cholesteric- LCD under LED Illumination, Wei-Chung Cheng, Huang-Ming P. Chen, Cheng-Fu Cheng, and Yuh-Ferng Liu, National Chiao Tung University; and Jih-Fon Huang, Industrial Technology Research Institute (Taiwan) 11:10 AM - 12:30 PM COLOR ENHANCEMENT PANEL A discussion between panelists and the audience featuring presentations on color enhancement technologies. Moderator: Louis Silverstein, VCD Sciences, Inc. Panelists: TBA 2:00 - 3:30 PM COLOR MANIPULATION Session Chair: Jon Yngve Hardeberg, Gjøvik University College The tangiBook: A Tangible Display System for Direct Interaction with Virtual Surfaces (Focal), Benjamin A. Darling and James A. Ferwerda, Rochester Institute of Technology (USA) Sharpening from Shadows: Sensor Trans- forms for Removing Shadows Using a Single Image, Mark S. Drew and Hamid Reza Vaezi Joze, Simon Fraser University (Canada) Shaped Local Regression and its Application to Color Transforms, Vishal Monga and Raja Bala, Xerox Research Center (USA) A Unified Approach to Colour2Grey and Image Enhancement through Gradient Field Integration, Graham D. Finlayson, Roberto Montagna, and David Connah, University of East Anglia (UK) 4:00 – 5:00 PM LATE BREAKING NEWS Session Chairs: Francisco Imai, Canon Development Americas, Inc., and Erno Langendijk, Philips Research Laboratories Eindhoven Submission for papers presented in this session are due September 8, 2009; please see page 4 for details.
  • 10. November 9-13, 2009 • Albuquerque, New Mexico 8 CIC17 Short Course Program This comprehensive two-day course covers the principles of color perception, measurement, and reproduction, as ap- plied to photography, television, printing, desktop publishing, and electronic imag- ing. Each day consists of six one-hour lectures with discussion. Prerequisites A minimum of one year of college chem- istry, physics, and math is recommended and some experience with color systems is helpful, but not mandatory. Benefits Attendees will be able to: • Describe normal color vision in terms of system components and their functions, trichromacy, adaptation, and luminance • Discuss light sources including incandescent and fluorescent lamps, daylight, color temperature, and standard illuminants • Understand the principles of spectrophotometry, including the geometry of illumination, and viewing and dealing with fluorescent samples • Explain the experimental basis of colorimetry, and the reason why some colors cannot be matched by RGB additive mixtures • Explain primaries, chromaticity, the effects of changing primaries, and color matching functions • Describe the CIE system of colorime- try, including the XYZ, u', v', CIELUV, and CIELAB systems, and understand the concepts of whiteness, advanced color difference formulae, observer and illuminant metamerism indices, color inconstancy index, chromatic adaptation transform, and color ap- pearance models • Describe color reproduction in terms of both additive and subtractive trichromatic principles and become fa- miliar with television display devices and color film and its processing • Learn about densitometry and describe the factors affecting tone reproduction • Understand the principles involved in broadcast television and digital cameras • Discuss the application of color science to lithographic printing • Appreciate what factors affect quality in digital imaging and desktop publishing • Understand the essential requisites of successful color imaging Robert Hunt worked for 36 years at the Kodak Research Laboratories in Harrow, England, taking early retirement as Assistant Director of Research in 1982. Since then he has been an independent color consultant. Hunt has had two published books: The Reproduction of Colour, now in its sixth edition, and Measuring Colour, now in its third. He has attended all the previous Color Imaging Conferences and is a regular con- tributor of keynote papers. In 2009, Hunt was awarded The Order of the British Empire “for services to the field of colour science and to young people through Crusaders." Cost before October 11th: $650 IS&T/SID members $825 non-members $250 student members $285 student non-members add $50 to all fees after Oct. 11, 2009 The Hunt Course: Basic Color Science and Imaging Monday and Tuesday, November 9 & 10, 2009 • 8:30 am to 4:30 pm An in-depth short course with Dr. Robert W. G. Hunt
  • 11. Seventeenth Color Imaging Conference 9 MONDAY NOVEMBER 9, 2009 M1: Fundamentals of Color Measurement 1:00 – 5:00 pm (4 hours) Instructor: David R. Wyble, Rochester Institute of Technology This short course begins by defining the basic terms surrounding the instruments and quantities used in spectral measure- ment. It then covers the operation and construction of spectrophotometers and spectroradiometers by discussing the func- tion of each of the various subsystems present in the devices. Instrument stan- dardization and the recommended CIE geometries for reflectance and transmit- tance are covered. Extending beyond tradi- tional color measurements, bispectral fluo- rescence measurements and gonio-apparent color measurement is also explained. Last, to evaluate instruments the concepts of precision and accuracy of measurement devices is introduced along with mathe- matical techniques for the analysis. Benefits: Attendees will be able to: • Identify the components of spectropho- tometers and spectroradiometers and the functions of each • Define the standardization process of spectrophotometers and understand the implications of standardization upon the measurement process • Interpret measurement requirements and select appropriate measurement parameters and geometries for various applications • Consider the implications of materials properties as they relate to color measurement, in particular when non- standard measurement techniques are required (eg: to quantify fluorescence or gonio-apparent colors) Intended Audience: color engineers and tech- nologists responsible for making and inter- preting color measurements of any type. An engineering background is not required, although an understanding of basic scientific principles will be very helpful. David R. Wyble is a color scientist within the Munsell Color Science Laboratory at the Rochester Institute of Technology. He holds a BS in computer science and MS and PhD degrees in color science from RIT and Chiba University, respectively. Wyble currently teaches graduate color measurement within MCSL. He has published in the areas of device characterization and color instrumentation. Wyble is active in ISCC and CORM. TUESDAY NOVEMBER 10, 2009 8:00 – 10:00 AM T1A: Spatio-chromatic Vision Models for Imaging 8:00 – 10:00 am (2 hours) Instructor: Jan Allebach, Purdue University This course describes the context, structure, and applications of spatio-chromatic vision models for imaging. After a brief review of the important characteristics of the visual system and the basic concepts of color science, a general framework for spatio- chromatic vision models based on trichro- macy, color opponency, and the limited spatial frequency response of the vision system is developed. Next applications of these models to color image quantization and digital color halftoning are discussed. During the last part of the course, a more complex group of models that account for the multi-channel nature of the visual system, the dependence of percept on Take THREE or more short courses and get 25% off your total short course registration fee! See page 20 for details. You may also take advantage of this when you register online. 25% SAVINGS
  • 12. November 9-13, 2009 • Albuquerque, New Mexico 10 contrast, and the role of the psychometric function in describing detection and discrimination is introduced. Finally, potential applications of these models to image quality assessment are discussed. Benefits: Attendees will be able to: • Understand the fundamental spatio- chromatic aspects of the visual system and how they can be captured in models • Know how spatio-chromatic models for the human visual system can be used in the development of color image quantization and halftoning algorithms, and also for image quality assessment Intended Audience: scientists, engineers, ana- lysts, and managers involved in the design, engineering, manufacturing, marketing, or evaluation of imaging products, algorithms, or systems. Participants should be familiar with the function and basic properties of color imaging systems. A rudimentary knowledge of color science, linear systems, and image processing would be helpful, but is not essential. Jan P. Allebach is Hewlett-Packard Professor of Electrical and Computer Engineering at Purdue University. His work on digital halftoning and image rendering algorithms has been licensed by major vendors in the printing industry and is used in products, some of which have sold 100s of millions of units world-wide. His current research interests include image rendering, image quality, color imag- ing, and digital publishing. Allebach is a Fellow of IEEE, IS&T, and SPIE. He has been Distinguished/ Visiting Lecturer for IS&T and the IEEE Signal Processing Society, and has received four teaching awards while at Purdue. He received the Bowman Award from IS&T in 1998, and was named 2004 Electronic Imaging Scientist of the Year. In 2007, he was named Honorary Member of IS&T—the Soci- ety’s highest honor. In 2008, he received the Purdue College of Engineering Mentoring Excellence Award and the Purdue Sigma Xi Faculty Research Award. T2A: A Unified Paradigm for Color Management 8:00 – 10:00 am (2 hours) Instructor: Thomas E. Madden, Eastman Kodak Company The principal objective of color manage- ment is to represent, control, and communi- cate color within and among color-imaging systems. Numerous color-management methods claiming to provide “device- independent” color have not proven in practice to be completely successful. This course sets forth the basic principles required to understand the successful management of color in imaging systems. Two fundamentally different methods of representing color images are explored: scene-based and rendered-image-based color encoding. A discussion follows of three basic color-management paradigms describing the different behaviors of various types of color-imaging systems. A unified color-management paradigm is then described which, together with its unique appearance-based color encoding, offers a comprehensive solution to the difficult problem of managing color in today’s complex color-imaging systems. Benefits: Attendees will be able to: • Understand why images from various types of media and devices differ funda- mentally in their basic color properties, and the impact these differences have on digital color management. • List and compare the capabilities and limitations in the technologies used in various types of color-managed systems. • Recognize how the relationship between colorimetry and color appearance can be handled in color-managed systems. • Describe the properties of a unified color-management paradigm. • Differentiate the unified paradigm’s appearance-based representation from other color-encoding methods. • Explain how the unified paradigm can be translated to practical systems. Intended Audience: scientists, engineers,
  • 13. analysts, and managers involved in the design, engineering, manufacturing, marketing, or evaluation of digital imaging systems. Tom Madden is a senior principal scientist at Eastman Kodak Company. The holder of numerous patents, he is co-author of Digital Color Manage- ment: Encoding Solutions and contributing author to several other color-imaging texts. Madden is an award-winning instructor at Kodak and a former adjunct instructor at RIT. He is a contributor to numerous publications, and a frequent lecturer at technical symposia, universities, and industries in the US, Canada, and Europe. Please note: A copy of Digital Color Management: Encoding Solutions is included with the price of the course. T3A: Color Appearance Modeling and CIECAM02 8:00 – 10:00 am (2 hours) Instructor: Nathan Moroney, Hewlett-Packard Laboratories This course begins with a review of color appearance phenomena and the basics of color appearance modeling, including chromatic adaptation, color attribute cor- relates, and other topics, such as gamut mapping or device modeling. The class fo- cuses on the CIECAM02 color appearance model and its applications. The majority of the course considers the forward model or the calculation of color appearance attrib- utes given stimulus tristimulus values and information about the viewing conditions. The inverse model is briefly covered, as are the publicly available CIECAM02 tools and the advantages and trade-offs of using this model for specification applications. Finally, in-class demonstrations and worked examples are used to show the model and its application to displays. Benefits: Attendees will be able to: • Understand the basic components of a color appearance model • Acquire working familiarity with the CIECAM02 color appearance model • Gain exposure to available tools and resources for CIECAM02 • Participate in a hands-on demonstration of the model Intended Audience: researchers and developers working in the area of color appearance and color reproduction. The course in- cludes examples and a detailed technical discussion of the model so attendees will benefit from previous familiarity with colorimetry and the basics of color science. Seventeenth Color Imaging Conference 11 Track 1: Imaging and Vision Track 2: Color Management Track 3: Color and Appearance Track 4: Image Processing and Workflow T1A: Spatio-chromatic Vision Models for Imaging T2A: A Unified Paradigm for Color Management T3A: Color Appearance Modeling and CIECAM02 T4A: Digital Camera Image Capture and Processing—From Pixels to Picture T1B: Color Difference Perception for Images T2B: Color Optimization for Displays T3B: Image Appearance T4A continues T1C: Image Quality and Preference Assessment Using Ranks: A Hands-on Experience T2C: Digital Camera Color Characterization T3C: Color and Gloss T4C: Spectral Imaging Workflow T1D: Psychophysics 101 T2D: Color in High Dynamic Range Imaging T4C continues TUESDAY SHORT COURSES BY TRACK* * Please note: Fundamentals of Color Measurement, is not listed under a track as it takes place on Monday, November 9; see page 9 for details.
  • 14. November 9-13, 2009 • Albuquerque, New Mexico 12 Nathan Moroney is a principal scientist at Hewlett- Packard Laboratories. He holds a BS in color science from Philadelphia University and an MS in color science from RIT’s Munsell Color Science Laboratory. He was chair of technical committee 8-01, which developed the CIECAM02 model. Moroney has published papers, been granted patents, and given invited presentations on color appearance model- ing, non-photo realistic rendering, and color nam- ing algorithms, and is the author of the reference magazine Color Thesaurus. He is an IS&T Fellow and a member of ISCC. 8:00 AM – 12:15 PM T4A: Digital Camera Image Capture and Processing—From Pixels to Picture 8:00 am – 12:15 pm (4 hours) Instructor: Matt Whalen, Applied Color Science, Inc. This course presents an overview of the image capture and processing elements in a digital camera that transform raw pixel output from an electronic image sensor into full color video or still images. It examines the differences between CCD and CMOS image sensors that affect image quality and describes a generic image processing pipe- line (exposure control, Bayer de-mosaic, color matrix, gamma, white balance, and sharpening, etc.). The function of each pro- cessing element is discussed including the variations for specific implementations and trade offs between image quality and available camera resources. Benefits: Attendees will be able to: • Understand the differences between CCD and CMOS sensors and the relative merits/limitations of each • Know the basic elements of a digital camera image processing pipeline • Understand the differences between video and still image processing • Appreciate the trade offs among image processing algorithms • Identify image processing problems from evaluation of output images Intended Audience: digital camera designers, image processing engineers, and managers engaged or interested in developing new digital imaging devices or improving exist- ing image processing workflows. Matt Whalen, founder and chief imaging scientist for Applied Color Science, Inc. (www.appliedcolorscience. com) has been actively involved in CMOS image sensor applications and digital image processing for more than 10 years. Whalen’s work in image sensor evaluation and image processing development has ranged from consumer products (AT&T Videophone, SiliconFilm’s eFilm cartridge) to medical (Smith and Nephew HD endoscopy camera) to professional (RED digital cinema camera). Whalen has held senior technical positions with Lucent/ Bell Labs, Conexant, and SiliconFilm Technologies. He current- ly holds more than 10 patents in the areas of light- wave and digital camera technology and has pub- lished numerous technical articles and conference papers in these areas. He has a BS and MS in physics from Rutgers University and is a member of IS&T. 10:15 AM – 12:15 PM T1B: Color Difference Perception for Images 10:15 – 12:15 pm (2 hours) Instructor: M. Ronnier Luo, University of Leeds This course is divided into two parts: color difference evaluation for color patches and images, respectively. The former covers the fundamentals in understanding color difference assessments such as visual assess- ment methods, reference viewing condition, and evaluation and development of color difference formulas using visual results. The latter introduces the way and theory to extend the formulae based on patches for evaluating images such as conventional formula with add-on spatial filters, color appearance model based formula, and image appearance model. Furthermore, some ex- periments conducted and associated with CIE TC8-02 Colour Difference Evaluation for Images will be introduced. The visual results were used to evaluate the perform- ance of various types of formulae.
  • 15. Benefits: Attendees will be able to: • Explain the techniques for visually assessing color difference • Understand different types of color difference formulae and evaluate their performances • Apply color difference formula in the imaging industry. Intended Audience: color engineers and re- search scientists involved with color repro- duction, imaging device developers, com- puter software developers. Knowledge of fundamental colorimetry is assumed. Ronnier Luo is a professor of colour and imaging science in the Department of Colour Science, Uni- versity of Leeds, and the director of CIE Division 1 (Vision and Colour). He has more than 300 publi- cations in color and imaging science, and is a Fellow of IS&T and the Society of Dyers and Colourists. He is also the recipient of the 2009 and 2004 Gold Medal and Centenary Medal from the Society of Dyers, the 2003 Davies Medal from the Royal Photographic Society of Great Britain, and a 1994 Bartleson Research Award. T2B: Color Optimization for Displays 10:15 – 12:15 pm (2 hours) Instructor: Gabriel Marcu, Apple Inc. This course introduces color optimization techniques for various display types, cover- ing LCD (transmissive, reflective, and transflective), plasma, OLED, and projec- tion systems (DLP, LCD, LcoS), and rang- ing from mobile devices to large LCD TV screens. Factors such as technology, luminance level, dynamic/static contrast ratio, linearization and gamma correction, color gamut, viewing angle, uniformity, white point, gray tracking, response time, color model, calibration, and characteriza- tion are discussed and color optimization methods for displays are presented. Benefits: Attendees will be able to: • Identify the critical color parameters for various displays from mobile devices to LCD TV • Understand color performances and lim- itations for various LCD modes (TN, IPS, MVA, FFS and OCB) used in different devices (mobile, monitor, LCD TV and projector) • Select the optimal color model for a display and highlight its dependency on display technology • Follow a live calibration and characteri- zation of an LCD screen and of the projector used in the class, using tools varying from visual calibrator to instrument based ones • Apply the knowledge from the course to practical problems of color optimization for displays Intended Audience: engineers, scientists, managers, pre-press professionals, and those confronting display related color issues. Gabriel Marcu is senior scientist in ColorSync group at Apple Inc. His achievements are in color repro- duction on displays and desktop printing (charac- terization/ calibration, halftoning, gamut mapping, ICC profiling, HDR imaging, RAW color conver- sion). Marcu is responsible for color calibration and characterization of Apple display products. He has taught seminars and short courses on color topics for UC Berkeley, IMI London, and various IS&T, SPIE, and SID conferences. He was co-chair of the 2006 SPIE/IS&T Electronic Imaging Symposium and of CIC11; he is co-chair of the EI Color Imag- ing Conference: Display, Hardcopy, Processing, and Applications. Marcu is a SPIE Fellow. T3B: Image Appearance 10:15 – 12:15 pm (2 hours) Instructor: Mark Fairchild, Rochester Institute of Technology (RIT) This course provides an introduction to image appearance specification and modeling, as well as describes some funda- mental phenomena and techniques. Con- cepts for extending current color appear- ance models such as CIECAM02 into image appearance models dealing with complex spatial and temporal interactions Seventeenth Color Imaging Conference 13
  • 16. November 9-13, 2009 • Albuquerque, New Mexico 14 are discussed, including an introduction of one image appearance framework called iCAM. Digital imaging systems can benefit from accurate and efficient image appear- ance models to allow rendering of image data on various displays and the specifica- tion of image differences and quality. Benefits: Attendees will be able to: • Describe the extension of color appearance to image appearance • Summarize the framework of image appearance models • Develop, implement, and use image difference/quality metrics • Understand HDR image/video render- ing issues • Consider future directions in color and image appearance • Judge the utility of image appearance models in their application Intended Audience: scientists and engineers involved in either designing or working with systems that produce or reproduce images/video in various media and/or are observed under varying viewing condi- tions. Knowledge of the fundamentals of colorimetry and color appearance is assumed. Mark Fairchild is a professor at the Munsell Color Science Laboratory in RIT’s Chester F. Carlson Center for Imaging Science. He received his BS and MS degrees in Imaging Science from RIT and PhD in Vision Science from the University of Rochester. He is author of the book, Color Appearance Models, 2nd Ed. that serves as a reference to the fundamentals of color appearance and the formula- tion of specific models. 1:30 – 3:30 PM T1C: Image Quality and Preference Assessment Using Ranks: A Hands-on Experience 1:30 – 3:30 pm (2 hours) Instructor: J. A. Stephen Viggiano, Rochester Institute of Technology (RIT) Learn how to use human observations to assess image quality and get hands-on ex- perience doing it. After a brief introduc- tion/review of psychometric image prefer- ence assessment, the modern analysis method for rank order experiments is in- troduced. A hands-on experience is the focus of the course and a rank-order image preference experiment is conducted and analyzed using ordinary spreadsheet soft- ware. Error bars are computed and range tests run so that the stimuli may be placed in groups not statistically significantly dif- ferent from each other. The technique is especially useful for hard-copy preference, or preference of hard-copy reproductions of soft-copy originals. Benefits: Attendees will be able to: • Construct an image preference scale from a rank-order experiment • Establish statistical significance between different alternatives in a rank order experiment • Understand results of rank-order experiments presented by others • Recognize the advantages of rank-order experiments over other methods • Avoid pitfalls in older analysis methods Intended Audience: this course assumes no prior experience with psychometric-based image preference/quality assessment, so those new to psychometrics can expect to understand the material; what is assumed is a passing familiarity (perhaps from a previous life) with basic statistics. Howev- er, because the focus is hands-on activity, even those familiar with psychometrics who wish to bring their knowledge up to date are encouraged to attend. If you are using paired comparison and want to learn Short Course Monitors are needed to help with classes. Monitors take courses for free. Interested? Contact Diana Gonzalez at CIC17@imaging.org Priority is given to students.
  • 17. a faster, more efficient way, or if you have tried rank-order in the past, but are unfa- miliar with modern analysis techniques or have been wary of unreasonable assump- tions (which are avoided in this modern analysis protocol), you should attend this course. Scientific, engineering, and mar- keting personnel will all benefit from this hands-on experience. J. A. Stephen Viggiano is principal and founder of Acolyte Color Research, a consulting and research firm specializing in solutions to problems in color science and technology. He is also a PhD candidate at RIT’s Center for Imaging Science, with a concen- tration in Color Science. Between 1991 and 2001, Viggiano was a member of the faculty of RIT’s Col- lege of Imaging Arts and Sciences, and has recently taught Data Analysis at RIT'’sSchool of Mathemati- cal Sciences. Until 2001, he was also employed by RIT Research Corporation, where he had risen to the position of principal imaging scientist. Viggiano has presented this workshop as part of graduate- level courses at RIT, as well as for corporate and government clients. T2C: Digital Camera Color Characterization 1:30 – 3:30 pm (2 hours) Instructor: Jack Holm, Tarkus Imaging In this course, attendees go through the process of characterizing a digital camera’s color analysis, including measuring the spectral sensitivities of the camera, deter- mining transforms from raw camera RGB to scene-referred, and calculating the camera’s color analysis gamut. Images are processed using the characterizations deter- mined, and the results are compared to in- camera processed images and images processed by camera raw processing applica- tions using default characterizations. Scene- referred images are encoded in appropriate file formats and examples of some methods for processing scene-referred images to out- put-referred is shown. Most of the above is accomplished using publicly available hard- ware and software, so attendees should be able to perform characterizations on their own after completing the course. Benefits: Attendees will be able to: • Measure the spectral sensitivities of a digital camera • Select appropriate spectral training sets, white balancing methods, and error minimization metrics for determining camera characterization transforms • Determine camera characterization transforms and the resulting scene analysis color gamuts • Create modules for applying the camera characterization transforms such as ICC profiles and DNG metadata • Convert camera raw files to scene- referred color encodings including RIMM RGB, scRGB, and ACES (Acade- my of Motion Picture Arts & Sciences Color Encoding Specification). Intended Audience: while there will be some theoretical discussion, the primary focus of the course is on real-time and interac- tive performance of the tasks. The course is designed more like a lab practical than a lecture. For this reason, it should be acces- sible to a range of participants with back- grounds in digital photography and color science (although the pace will be relatively fast due to time limitations). Jack Holm is the president & CTO of Tarkus Imaging, a San Jose, California startup engaged in digital photography technology development and licensing, consulting, and test & measurement. He is convener of the ISO committee responsible for digital camera colour characterization, secretary for the IEC committee on multimedia colour meas- urement and management, and a contributor to the AMPAS Image Interchange Framework. For- merly he was a principal scientist at HP and a professor at RIT. T3C: Color and Gloss 1:30 – 3:30 pm (2 hours) Instructor: Lindsay MacDonald, London College of Communications This course examines the relationship between color and gloss in reflective sur- faces. Real materials exhibit varying de- Seventeenth Color Imaging Conference 15
  • 18. November 9-13, 2009 • Albuquerque, New Mexico 16 grees of gloss and their apparent color may vary considerably with viewing an- gle, yet color measurement and device characterization procedures usually try to avoid the specular components from non- Lambertian surfaces. This is a significant problem for applications such as capture of 3D object geometry, scene interpreta- tion in machine vision, and realistic ren- dering of surfaces in computer graphics. This course covers relevant topics, based on recent experimental results, publica- tions, and international standards. Benefits: Attendees will be able to: • Review colorimetry, the CIE system, and its limitations • Explore the physics of gloss and the bidirectional reflectance distribution function (BRDF) • Learn about the measurement of gloss for multi-angle and goniometric meth- ods and standards • Understand the appearance of gloss, including visual scales and interaction with color • Learn about modeling of gloss in com- puter graphics and physical and visual models • Discover imaging techniques, based on digital photography and laser scanning Intended audience: color scientists and engineers for image quality, cameras, and printers, as well as engineers for medical image processing Lindsay MacDonald is professor of digital media at the London College of Communication. He was for- merly a professor at the Colour & Imaging Institute in Derby. He has edited eight books on various as- pects of color image science and engineering; his re- search interests include the application of colorime- try and color imaging to cultural heritage media, including paintings, stained glass and ceramics. He has been a frequent speaker at CICs and was con- ference co-chair in 1996. MacDonald is a Fellow of IS&T and the Royal Photographic Society. He was a member of CIE Technical Committee TC1-65 “Measurement of Visual Appearance;” has recently stepped down as chair of The Colour Group (Great Britain); and is now chair of the organizing com- mittee for the Twelfth Congress of the AIC, to be held in the UK in 2013. 1:30 – 5:45 PM T4C: Spectral Imaging Workflow 1:30 – 5:45 pm (4 hours) Instructors: Mitchell Rosen, Rochester Institute of Technology, and Philipp Urban, Technische Universität Darmstadt Conventional trichromatic imaging (i.e., RGB) can have a wide range of colorimet- ric accuracy and is always constrained by metamerism. For color-critical, scientific, and archival applications, trichromatic im- aging is often insufficient. Spectral imaging alleviates these limitations. This short course overviews spectral capture, spectral color management and spectral printing. Benefits: Attendees will be able to: • Understand the advantages and disad- vantages of spectral imaging compared with trichromatic imaging • List and compare different techniques of spectral imaging • Become familiar with the foundations of estimating spectral reflectance from multi-channel images • Learn about separation techniques for spectral reproduction • Comprehend the applications of spectral imaging for multi-ink printing and spectral color management Intended Audience: for those wishing to become more familiar with the opportunities and challenges within the emerging field of spec- tral color reproduction, which may include color and imaging scientists, camera and printer designers, and image processing specialists. Mitchell R. Rosen is a research professor with the Munsell Color Science Laboratory and director of the Infinite Pixel Liberation Laboratory (iPixLab)
  • 19. at RIT. His recent projects have spanned subjects such as spectral and colorimetric color reproduction, color management, immersive dynamic media, digi- tal cinema and on-demand print quality. From 2002 – 2007 he was Color Imaging editor for JIST. He is active in organizing international conferences on spectral imaging. Rosen co-edited the book Col- or Desktop Printer Technology. His website is www.cis.rit.edu/rosen and he can be reached at rosen@cis.rit.edu. Philipp Urban has been head of an Emmy-Noether research group at the Technische Universität Darmstadt (Germany) since 2009. His research focuses on spectral-based acquisition, processing, and reproduction of color images considering the limited metameric and spectral gamut and low dy- namic range of output devices. From 2006-2008 he was a visiting scientist at the RIT Munsell Color Science Laboratory, where he developed the first spectral-based copying system especially designed for artwork reproduction. He holds a MS in mathe- matics from the University of Hamburg and a PhD from the Hamburg University of Technology (Germany). 3:45 – 5:45 PM T1D: Psychophysics 101—How to Design Perception Experiments to Solve Problems in Color Science and Engineering 3:45 – 5:45 pm (2 hours) Instructor: James A. Ferwerda, Rochester Institute of Technology Psychophysical methods from experimen- tal psychology can be used to quantify the relationships between the properties of images and the attributes people perceive. The results of psychophysical experiments can be used to create predictive models of human perception that can guide the de- velopment of effective and efficient color imaging algorithms and enabling inter- faces. The course provides an introduction to the use of psychophysical methods in color science and engineering and will teach attendees how to develop experi- ments that can be used to advance color imaging research and applications. Throughout the presentation, relevant examples are used so that attendees under- stand how to design and run their own experiments; analyze the results; and de- velop perceptually-based algorithms and applications. Benefits: Attendees will be able to: • Identify the major techniques for meas- uring perceptual thresholds and scales • Design psychophysical experiments using these techniques • Analyze the data from these experi- ments to derive perceptual metrics • Apply this knowledge to practical problems in color and imaging science and engineering Intended Audience: those who want to be able to interpret the results of perception psy- chology experiments and develop their own user perception studies.The course as- sumes a basic level understanding of issues in color imaging science and engineering. Familiarity with freshman-level college math is helpful. No specific knowledge of Seventeenth Color Imaging Conference 17 Short Course Fees Separate registration is required. If you register: by after Oct. 11 Oct. 11 2-hour Member $155 $190 2-hour Non-member $185 $220 Madden 2-hour Member $235* $270* Madden 2-hour Non-mem $260* $295* 4-hour Member $230 $265 4-hour Non-member $260 $295 Take 3 or more classes and get 25% off the total fee (does not apply to student rates); see page 20 for details. Special Student Rate: Full- and part-time students with official ID may register for any 2- or 4-hour course for $50, except the Madden course; see page 20 for details. IS&T/SID reserves the right to cancel classes in the event of insufficient advance registration. Please indicate your interest early. *Registration price includes a copy of his latest book, Digital Color Management: Encoding Solutions
  • 20. perception psychology or statistical meth- ods is required. All relevant concepts are introduced in the class. James A. Ferwerda is an associate professor in the RIT Munsell Color Science Laboratory. He received a BA in psychology, MS in computer graphics, and a PhD in experimental psychology from Cornell University. The focus of his research is on building computational models of human vision from psy- chophysical experiments, and developing advanced graphics algorithms based on these models. Current research interests include: high dynamic range im- aging; perceptually-based rendering; perception of material properties; and low-vision and assistive technologies. In 1992 he received the IEEE Com- puter Society Paper of the Year Award, and in 2003 he was selected for the National Academy of Engi- neering Frontiers of Engineering Program. He is an associate editor of ACM Transactions on Applied Perception, was guest editor for a special edition of IEEE Computer Graphics and Applications on Applied Perception, and serves as a member of CIE Technical Committee TC8-08 on High Dynamic Range Imaging. T2D: Color in High Dynamic Range Imaging 3:45 – 5:45 pm (2 hours) Instructor: Greg Ward, Anyhere Software The techniques and technologies behind high dynamic range (HDR) imaging, cov- ering methods for HDR capture, represen- tation, editing, and display are described and the course features live demonstra- tions of HDR image capture using a stan- dard digital camera, and image-based lighting techniques for rendering synthetic objects into a real environment. Tone- and gamut-mapping issues for low dynamic range (LDR) output and printing are also addressed. Benefits: Attendees will be able to: • Compare LDR to HDR imaging • Outline basic methods for HDR image capture • List major HDR image formats, their strengths, and weaknesses • Describe the dual-modulation method for HDR image display • Summarize the tone-mapping problem as it applies to HDR image printing • Define image-based lighting and give examples from recent movies Intended Audience: color scientists, software and hardware engineers, photographers, cinematographers, production specialists, and students interested in the means and rewards of extending the dynamic range of their pipeline. By taking the audience from the basics of HDR to more advanced tech- niques such as image-based lighting, we hope to convey the simplicity and power of this exciting new trend in digital imaging. Greg Ward is a leader in the HDR space, having developed the first widely-used HDR image file format in 1986 as part of the RADIANCE lighting simulation system. Since then, he has developed the LogLuv TIFF HDR image format, the JPEG-HDR format, and authored the application Photosphere, an HDR image builder and browsing program. More recently, he has been involved with Dolby Canada’s HDR display developments, which employ dual modulators to show colors 30 times as bright and ten times as dark as conventional monitors. Working in the computer graphics research commu- nity for more than 20 years, Ward has developed rendering algorithms, reflectance models and meas- urement systems, tone reproduction operators, HDR image processing techniques, and photo print- er calibration methods. Past employers include Lawrence Berkeley National Laboratory, EPFL, SGI, Shutterfly, and Exponent. Ward holds a BS in Physics from UC Berkeley and MS in Computer Science from San Francisco State University. He is currently a consultant in Albany, California (www.anyhere.com). November 9-13, 2009 • Albuquerque, New Mexico 18 BECOME A MEMBER and take advantage of REDUCED REGISTRATION AND SHORT COURSE FEES
  • 21. Seventeenth Color Imaging Conference 19 Name___________________________________________________________________________ Title/Position ____________________________________________________________________ Company _______________________________________________________________________ Mailing Address _________________________________________________________________ ________________________________________________ ________________________________ Telephone ______________ Fax ______________ Email ______________________________ Reservations Deadline: October 8, 2009 Hotel Albuquerque at Old Town www.hhandr.com/albuquerque.php 800 Rio Grande Boulevard, NW • Albuquerque, NM 87104 telephone 505/843-6300; toll-free reservations 1-800-505-7829; fax 505/842-8426 Reservations may be made at www.hotelabq.com; enter GRPE79 in the box noted RATE CODE. Or fax this form to 505/842-8426 A special block of rooms at a discounted rate ($110) is being held at the Hotel Albuquerque at Old Town for the nights of November 9-13, 2009. The discounted rate will be honored for three days before and after these dates based on availability. To guarantee a room, please fill out this form and fax it to 505/842-8426; make your reservations online as noted above; or call the hotel directly and identify yourself as part of the “IS&T Color Imaging Conference.” Reservations made after October 8, 2009 will receive the group rate based on availability. Check in time: 3:00 pm Checkout time: noon Room rates: $110 single/double + 12.875% room tax Internet access is an additional $5/week. Arrival Time/Date ______________________Departure Date______________________ Please reserve my ___ Single ___ Double I prefer a ___ King ___ 2 double beds Special Requirements (please indicate): Deposit: ___ AMEX ___ MC ___ VISA Card# _______________________________________ Exp. Date ______________ Name of cardholder ____________________________________________________ Notice of cancellation must be given to the hotel 24 hours prior to arrival date to receive a full refund. Be sure to obtain a cancellation number. There is no charge for children under 18 years when sharing a room with a parent. Transportation Information Information on flights in/out of Albuquerque (ABQ), as well as ground transportation, can be found at www.cabq.gov/airport. The Sunport Shuttle provides convenient service between the airport and the hotel for $15/one way; $28/round trip, per person. The Sunport Shuttle check-in counter is located inside the airport on the Baggage Claim level across from Southwest’s Baggage Carousel No. 3. The shuttle runs from 4:30 am until 10:00 pm. For reservations and more information, please visit www.sunportshuttle.com or call 505/883-4966. Taxi service is also available at the terminal. The typical charge is $24. For more information and services call the Albuquerque Cab Company 505/883-4888 or Yellow Cab Company 505/247-8888. CIC17 Hotel Registration
  • 22. November 9-13, 2009 • Albuquerque, New Mexico 20 Conference registration includes admission to all technical sessions, full-color conference proceedings with CD, coffee breaks, and receptions. Separate registration fees are required for short courses. You may also register online at www.imaging.org/conferences/CIC17. Conference Registration (CHECK ONE) IS&T/SID Member Non-member TOTAL Register early and save $100. After October 11, add $100 to the appropriate fee below. ___ Technical Registration $620 $720 $ _____ ___ Speaker/Session Chair $520 $620 $ _____ ___ Student (ID required) $125 $150 $ _____ Extra copy of Proceedings (special pre-conference/onsite rate) ___ Extra copy $85 $85 $ _____ Hunt Short Course Registration After October 11th, add $50 to the appropriate fee below. ___ 2-day Hunt Course $650 $825 $ _____ ___ 2-day Hunt Course Student $250 $285 $ _____ Short Course Registration (be sure to multiply number of classes by per course fee and place on total line) After October 11th, add $35 to the appropriate fee below. ___ 4-hour course ❑ M1 ❑ T4A ❑ T4C $230 $260 $ _____ ___ 4-hour course Student ❑ M1 ❑ T4A ❑ T4C $50 $50 $ _____ ___ T2A (2-hours, includes book, see p. 11*) $235 $260 $ _____ ___ T2A Student (2-hours, includes book, see p. 11*) $130 $130 $ _____ (see note bottom of next page) ___ 2-hour course (per class) $155 $185 $ _____ ___ 2-hour course Student (per class) $50 $50 $ _____ Check all that apply: ❑ T1A ❑ T1B ❑ T1C ❑ T1D ❑ T2B ❑ T2C ❑ T2D ❑ T3A ❑ T3B ❑ T3C OR Take three or more classes and receive 25% off the total price* (enter three two- or four-hour courses, fill in member or non-member fee next to each, add to- gether, and multiply by .75 to get your price, representing 25% savings; add additional lines if needed; students may not take advantage of this offer) T/M____ $ _____ + T____ $ _____ + T____ $ _____ = $______ x .75 = $ _____ Page Subtotal $ _____ continued on next page CIC17 Conference Registration Name___________________________________________________________________________ Title/Position ____________________________________________________________________ Company _______________________________________________________________________ Mailing Address _________________________________________________________________ ________________________________________________________________________________ Telephone ______________ Fax ______________ Email _____________________________
  • 23. Seventeenth Color Imaging Conference Spouse/Guest Tickets ___ Admission to CIC17 Welcome and Conference Receptions $55 $ _____ Name/Affiliation of Guest for badge: ________________________________________ Membership US address Non-US Address ___ IS&T new membership (join now; your membership is good until 12/10) $95 $105 $ _____ ___ IS&T membership renewal (expires 12/31/10): $95 $105 $ _____ ___ Student membership (expires 09/30/10) $25 $25 $ _____ Members receive one complementary online journal; you may purchase a hard copy or online subscription in addition to your complementary online journal. Please select one complementary online journal: ❑ JIST (Journal of Imaging Science and Technology) ❑ JEI (Journal of Electronic Imaging) Indicate additional subscriptions here: ❑ hard copy JIST $55 $70 $ _____ ❑ hard copy JEI $55 $55 $ _____ ❑ Online subscription to JIST $55 $55 $ _____ ❑ Online subscription to JEI $55 $55 $ _____ join now and calculate fees based on member rates Subtotal from previous page $ _____ GRAND TOTAL $ _____ Payment Method: ❑ Check (Check # ________) ❑ AMEX ❑ MC ❑ VISA ❑ Discover (to arrange for a bank transfer, contact info@imaging.org) Card#: ______________________________________________ Exp. Date: ______________ Name as it appears on card: ____________________________________________________ Authorization Signature: _________________________________________________________ Return this form with signed credit card authorization or check payable in US dollars to IS&T, 7003 Kilworth Lane, Springfield, VA 22151 or fax to 703/642-9094 register online at www.imaging.org/conferences/cic17 Please note: To cover bank charges and processing fees, there is a cancellation fee of $75 until November 6, 2009. After that date, the cancellation fee is 50% of the total plus $75. All requests for refund must be made in writing. No refunds will be given without a written request after December 9, 2009. *If you already own a copy of Digital Color Management: Encoding Solutions by Edward J Giorgianni and Thomas E Madden, you may choose one of the other books highlighted on page 6. Please indicate the one you’d like as part of your registration here: _______________________________________________ _________________________________________________________________________________________