Tuesday 19 January 2021
PLENARY: Deep Internal Learning—Deep Learning with Zero Examples
Session Chair: Charles Bouman, Purdue University (United States)
10:00 – 11:10
Plenary Room
Deep internal learning—Deep learning with zero examples
Michal Irani, Professor in the Department of Computer Science and Applied Mathematics at the Weizmann Institute of Science (Israel)
Michal Irani is a professor at the Weizmann Institute of Science. Her research interests include computer vision, AI, and deep learning. Irani's prizes and honors include the Maria Petrou Prize (2016), the Helmholtz “Test of Time Award” (2017), the Landau Prize in AI (2019), and the Rothschild Prize in Mathematics and Computer Science (2020). She also received the ECCV Best Paper Awards (2000 and 2002), and the Marr Prize Honorable Mention (2001 and 2005).
11:10 – 11:40 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
KEYNOTE: Cultural Heritage
Moderator: Reiner Eschbach, Norwegian University of Science and Technology (Norway) and Monroe Community College (United States)
Session Chair: Mathieu Hebert, Université Jean Monnet de Saint Etienne (France)
13:30 – 14:30
Red Room
This session is jointly sponsored by: Color Imaging XXVI: Displaying, Processing, Hardcopy, and Applications, and Material Appearance 2021.
MAAP-086
KEYNOTE: Imaging sciences for cultural heritage, Clotilde Boust, Centre for Research and Restoration of the Museums of France (C2RMF) (France)
Keynote speaker Clotilde Boust is assistant professor in color and digital imaging, Center for Research and Restoration for French Museums (C2RMF). Boust received her engineering degree in photography from the Ecole Nationale Supérieure Louis Lumière, France (1998). After working for two years as a color consultant in the press industry and one year as a researcher in the vision laboratory of the Museum National d’Histoire Naturelle, she began a PhD in image quality with Océ Print Logic Technologies and Paris VI University. She is now a researcher in visual appearance since 2006 at C2RMF and works on color, gloss, and roughness measurements for different cultural heritage objects.
14:30 – 18:00 Break in program to accommodate time zones.
Wednesday 20 January 2021
11:15 – 11:45 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
11:15 – 11:45 Women-in-Engineering Speed Networking (Morning) - take a break from technical sessions to make new connections and greet old friends. Look for the ZOOM link in Discord #announcements.
Materials and Lighting
Moderator:
Alessandro Rizzi, Università degli Studi di Milano (Italy)
Session Chair:
Lionel Simonot, Université de Poitiers (France)
11:45 – 12:45
Red Room
This session is jointly sponsored by: Color Imaging XXVI: Displaying, Processing, Hardcopy, and Applications, and Material Appearance 2021.
11:45MAAP-131
Why a clear coating modifies halftone color prints, Mathieu Hebert1 and Lionel Simonot2; 1Université Jean Monnet de Saint Etienne and 2Université de Poitiers (France)
12:05MAAP-132
Next best light position (NBLP) estimation for automating the RTI acquisition process, Ramamoorthy Luxman, Marvin Nurit, Gaetan Le Goic, Franck Marzani, and Alamin Mansouri, Universite de Bourgogne (France)
12:25MAAP-133
Objective evaluation of relighting models on translucent materials from multispectral RTI images, Vlado Kitanovski and Jon Yngve Hardeberg, Norwegian University of Science and Technology (Norway)
14:15 – 18:00 Break in program to accommodate time zones.
Thursday 21 January 2021
PLENARY: The Development of Integral Color Image Sensors and Cameras
Session Chair: Jonathan B. Phillips, Google Inc. (United States)
10:00 – 11:10
Plenary Room
The development of integral color image sensors and cameras
Kenneth A. Parulski, Expert Consultant: Mobile Imaging (United States)
Kenneth Parulski is an expert consultant to mobile imaging companies and leads the development of ISO standards for digital photography. He joined Kodak in 1980 after graduating from MIT and retired in 2012 as research fellow and chief scientist in Kodak's digital photography division. His work has been recognized with a Technical Emmy and other major awards. Parulski is a SMPTE fellow and an inventor on more than 225 US patents.
11:10 – 11:40 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
14:30 – 18:00 Break in program to accommodate time zones.
Monday 25 January 2021
PLENARY: Making Invisible Visible
Session Chair: Jonathan B. Phillips, Google Inc. (United States)
10:00 – 11:10
Plenary Room
Making invisible visible
Ramesh Raskar, Associate Professor, MIT Media Lab (United States)
Ramesh Raskar is an associate professor at MIT Media Lab and directs the Camera Culture research group. His focus is on AI and imaging for health and sustainability. They span research in physical (e.g., sensors, health-tech), digital (e.g., automated and privacy-aware machine learning), and global (e.g., geomaps, autonomous mobility) domains. He received the Lemelson Award (2016), ACM SIGGRAPH Achievement Award (2017), DARPA Young Faculty Award (2009), Alfred P. Sloan Research Fellowship (2009), TR100 Award from MIT Technology Review (2004), and Global Indus Technovator Award (2003). He has worked on special research projects at Google [X] and Facebook and co-founded/advised several companies.
11:10 – 11:40 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
14:30 – 18:00 Break in program to accommodate time zones.
Tuesday 26 January 2021
Image & Print Quality I
Moderator:
Reiner Eschbach, Norwegian University of Science and Technology (Norway) and Monroe Community College (United States)
Session Chair:
Carinna Parraman, University of the West of England (United Kingdom)
10:00 – 11:15
Red Room
10:00
Conference Introduction
10:15COLOR-252
Improved content-color-dependent screening (CCDS), Yang Yan and Jan Allebach, Purdue University (United States)
10:35COLOR-253
Color text fading detection, Runzhe Zhang1, Yousun Bang2, Minki Cho2, Mark Shaw3, and Jan Allebach1; 1Purdue University (United States), 2HP Printing Korea (Republic of Korea), and 3HP Inc. (United States)
10:55COLOR-254
Streak detection in color printed customer content, Runzhe Zhang1, Yousun Bang2, Minki Cho2, Mark Shaw3, and Jan Allebach1; 1Purdue University (United States), 2HP Printing Korea (Republic of Korea), and 3HP Inc. (United States)
11:15 – 11:45 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
Image & Print Quality II
Moderator:
John McCann, McCann Imaging (United States)
Session Chair:
Gabriel Marcu, Apple Inc. (United States)
11:45 – 12:45
Red Room
11:45COLOR-243
Deep learning approaches to determining optimal resolution for scanned text documents, Litao Hu1, Peter Bauer2, Todd Harris2, and Jan Allebach1; 1Purdue University and 2HP Inc. (United States)
12:05COLOR-244
Determining optimal resolution for scanned document raster content, Zhenhua Hu1, Peter Bauer2, Todd Harris2, and Jan Allebach1; 1Purdue University and 2HP Inc. (United States)
12:25COLOR-245
Banding defect detection and quality classification in printed color customer content, Yi Yang1, Runzhe Zhang1, Yousun Bang2, Minki Cho2, Mark Shaw3, and Jan Allebach1; 1Purdue University (United States), 2HP Printing Korea (Republic of Korea), and 3HP Inc. (United States)
Color Transform & Characterization
Moderator:
Alessandro Rizzi, Università degli Studi di Milano (Italy)
Session Chair:
John McCann, McCann Imaging (United States)
13:15 – 14:15
Red Room
13:15COLOR-221
3D-LUT optimization for high dynamic range and wide color gamut color processing, Stefano Andriani1, Aurora Zabot2, Giancarlo Calvagno2, and JD Vandenberg3; 1Arnold & Richter Cine Technik GmbH (Germany), 2University of Padova (Italy), and 3Walt Disney and Marvel Studios (United States)
13:35COLOR-222
A novel camera colour characterisation model for the colour measurement of human skin, Ruili He1, Kaida Xiao1, Michael Pointer1, Yoav Bressler2, Zhen Liu1, and Yan Lu1; 1University of Leeds (United Kingdom) and 2Stratasys Ltd (Israel)
13:55COLOR-328
Improving an inkjet printer: Saturation enhancement based on segmentation and hue, Sige Hu1, Baekdu Choi1, Davi He2, Zillion Lin2, George Chiu1, and Jan Allebach1; 1Purdue University (United States) and 2Sunvalley Tek (China)
14:15 – 18:00 Break in program to accommodate time zones.
Wednesday 27 January 2021
PLENARY: Revealing the Invisible to Machines with Neuromorphic Vision Systems: Technology and Applications Overview
Session Chair: Radka Tezaur, Intel Corporation (United States)
10:00 – 11:10
Plenary Room
Revealing the invisible to machines with neuromorphic vision systems: Technology and applications overview
Luca Verre, CEO and Co-Founder at Prophesee (France)
Luca Verre is co-founder and CEO of Prophesee, the inventor of the world’s most advanced neuromorphic vision systems. Verre is a World Economic Forum technology pioneer. His experience includes project and product management, marketing, and business development roles at Schneider Electric. Prior to Schneider Electric, Verre worked as a research assistant in photonics at the Imperial College of London. Verre holds a MSc in physics, electronic and industrial engineering from Politecnico di Milano and Ecole Centrale and an MBA from Institut Européen d'Administration des Affaires, INSEAD.
11:10 – 11:40 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
13:00 – 13:30 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
14:30 – 18:00 Break in program to accommodate time zones.
19:15 – 19:45 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
19:15 – 19:45 Women-in-Engineering Speed Networking (Evening) - take a break from technical sessions to make new connections and greet old friends. Look for the ZOOM link in Discord #announcements.
Thursday 28 January 2021
Novel Devices I
Moderator:
Jan Allebach, Purdue University (United States)
Session Chair:
Reiner Eschbach, Norwegian University of Science and Technology (Norway) and Monroe Community College (United States)
10:00 – 11:15
Red Room
10:00
Conference Introduction
10:15COLOR-339
Design and fabrication of microfluidics paper-based devices for contaminant detection using a wax printer, Qiyue Liang, Min Zhao, George Chiu, and Jan Allebach, Purdue University (United States)
10:35COLOR-340
Adaptive learning-based method for nitrate sensor quality assessment in on-line scenarios, Qingyu Yang, Kerry Maize, Ye Mi, George Chiu, Ali Shakouri, and Jan Allebach, Purdue University (United States)
10:55COLOR-341
Thin-film nitrate sensor performance prediction based on preprocessed sensor images, Xihui Wang, Kerry Maize, Ye Mi, Ali Shakouri, George Chiu, and Jan Allebach, Purdue University (United States)
11:15 – 11:45 SESSION BREAK: Join speakers in the EI2021 Discord Voice Channel corresponding to the color of the room in which the session occurs or join an Open Discord Channel of your choice. After a plenary, join the Plenary Discord Voice Channel.
Novel Devices II
Moderator:
Alessandro Rizzi, Università degli Studi di Milano (Italy)
Session Chair:
Gabriel Marcu, Apple Inc. (United States)
11:45 – 12:45
Red Room
11:45COLOR-342
Multispectral imaging to differentiate heavy metal concentrations based on colorimetric responses from paper-based biosensors, Min Zhao, Qiyue Liang, Susana Diaz-Amaya, George Chiu, Lia Stanciu, Amanda J. Deering, and Jan Allebach, Purdue University (United States)
12:05COLOR-343
Fluorescence guided precision surgery – Real-time illumination of tumors and nerves (Invited), Quyen Nguyen, University of California, San Diego (United States)
Invited speaker Quyen Nguyen, MD/PhD, is the founder and CEO of Alume Biosciences, Inc. (Alume). Nguyen is a professor in the Department of Surgery at the University of California San Diego (UCSD). She received her combined MD/PhD from Washington University, School of Medicine in St. Louis, MO. She completed her general surgery internship at Barnes-Jewish Hospital in St. Louis and residency in head and neck surgery and subspecialty fellowship training in neurotology/skull base surgery at UCSD. She is board certified in both head and neck surgery and neurotology/skull base surgery. Her clinical practice is at UCSD Health Systems where she cares for patients with diseases of the facial nerve, ear, and skull base. She also specializes in hearing restoration surgeries including cochlear implantation. She is director of the Facial Nerve Clinic. Nguyen’s interest in molecular imaging for surgical navigation began during her fellowship at UCSD where she collaborated with Dr. Roger Tsien (1952-2016), Nobel Laureate, Chemistry 2008. She has been awarded the Presidential Early Career Award for Scientists and Engineers (PECASE, April 2014). The Presidential Award is the highest honor bestowed by the US government on outstanding scientists and engineers beginning their independent careers.
Device Color Advances and Questions
Moderator:
Scott Daly, Dolby Laboratories (United States)
Session Chair:
Sophie Triantaphillidou, University of Westminster (United Kingdom)
13:15 – 14:35
Red Room
13:15COLOR-323
What if colorimetry does not work, Alessandro Rizzi, Università degli Studi di Milano (Italy)
13:35COLOR-324
Optimization of monochromatic primaries in RGB system: On the specific question of purples, Lionel Simonot1, Philippe Colantoni2, and Mathieu Hébert2; 1Université de Poitiers and 2Universite de Lyon (France)
13:55COLOR-325
Colour deceives continually, Carinna Parraman and Susanne Klein, University of the West of England (United Kingdom)
14:15COLOR-348
Image data's hidden assumptions: Consequences in colorimetry and natural scenes, John McCann, McCann Imaging (United States)
14:15 – 18:00 Break in program to accommodate time zones.
Display
Moderator:
Gabriel Marcu, Apple Inc. (United States)
Session Chair:
Scott Daly, Dolby Laboratories (United States)
18:00 – 19:15
Red Room
18:00
Conference Introduction
18:15COLOR-326
Image quality comparison between LCD and OLED display, Garam Seong, Youngju Lee, and Youngshin Kwak, Ulsan National Institute of Science and Technology (Republic of Korea)
18:35COLOR-327
The effect of ambient lighting on the preferred color temperature of television, YeSeul Baek1, Hyesun Han1, Youngshin Kwak1, Jae Sung Park2, Junhee Woo2, Jiman Kim2, and Seongwoon Jung2; 1Ulsan National Institute of Science and Technology and 2Samsung Electronics (Republic of Korea)
18:55COLOR-223
Estimating spectral sensitivities of a smartphone camera, Shoji Tominaga1,2, Shogo Nishi3, and Ryo Ohtera4; 1Norwegian University of Science and Technology (Norway), 2Nagano University (Japan), 3Osaka Electro-Communication University (Japan), and 4Kobe Institute of Computing (Japan)
Color and Vision
Moderator:
Reiner Eschbach, Norwegian University of Science and Technology (Norway) and Monroe Community College (United States)
Session Chair:
Shoji Tominaga, Norwegian University of Science and Technology (Norway) and Nagano University (Japan)
19:45 – 20:45
Red Room
19:45COLOR-307
Color discrimination experiments using metameric ipRGC stimuli, Masaya Ohtsu, Akihiro Kurata, and Keita Hirai, Chiba University (Japan)
20:05COLOR-308
Examining spatial attributes of color deficient observers, Reiner Eschbach1,2 and Peter Nussbaum1; 1Norwegian University of Science and Technology (Norway) and 2Monroe Community College (United States)
20:25COLOR-309
Application of a new color universal design method based on the color appearance of dichromats to a campus map, Satoshi Hano1, Shoji Sunaga1, and Maya Nakamuta2; 1Kyushu University and 2MED / Environmental Graphic Design (Japan)