Monday January 29, 2018
Keynote: Digital Watermarking from Inflated Expectation to Mainstream Adoption
Session Chair: Gaurav Sharma, University of Rochester (United States)
9:00 – 10:00 AM
Cypress C
Tony Rodriguez has been an integral leader of innovation efforts at Digimarc since 1996 and currently serves as chief technology officer for Digimarc. He has 25 years’ experience in computer science and image processing research and development. At Digimarc, he has held senior software engineering and research positions, focused on the development and application of digital watermarking and other content identification technologies. Before joining Digimarc, he worked at Intel Architecture Labs as a senior software engineer focused on video segmentation and streaming technologies. Rodriguez is a named inventor of numerous patents and the author of several published papers on the topic of Digital Watermarking and a chapter in the book, Multimedia Security Handbook, published in 2005.
MWSF-113
Digital watermarking from inflated expectation to mainstream adoption, Tony Rodriguez, Digimarc Corporation (United States)
10:00 – 10:30 AM Coffee Break
Forensics and Steganalysis
Session Chair:
Patrick Bas, CNRS (France)
10:30 AM – 12:10 PM
Cypress C
10:30MWSF-118
Boosting image forgery detection using resampling features and copy-move analysis, Tajuddin Manhar Mohammed1, Jason Bunk1, Lakshmanan Nataraj1, Jawadul Bappy2, Arjuna Flenner3, B.S. Manjunath4, Shivkumar Chandrasekaran4, Amit Roy-Chowdhury2, and Lawrence Peterson3; 1Mayachitra, Inc., 2University of California, Riverside, 3NAVAIR, and 4University of California, Santa Barbara (United States)
10:55MWSF-119
Image manipulation detection using sensor linear pattern, Miroslav Goljan, Jessica Fridrich, and Matthias Kirchner, Binghamton University (United States)
11:20MWSF-120
Privacy preserving forensics for JPEG images, Huajian Liu, Martin Steinebach, and Richard Stein, Fraunhofer SIT (Germany)
11:45MWSF-121
Steganalyzing images of arbitrary size with CNNs, Clement Fuji Tsang and Jessica Fridrich, Binghamton University (United States)
12:10 – 2:00 PM Lunch
2:00 – 3:00 PM PLENARY: Overview of Modern Machine Learning and Deep Neural Networks - Impact on Imaging and the Field of Computer Vision
3:00 – 3:30 PM Coffee Break
Watermarking and Steganalysis
Session Chair:
Mehmet Celik, NexGuard Labs (Netherlands)
3:30 – 4:45 PM
Cypress C
3:30MWSF-158
Blind detection of image rotation and angle estimation, Miroslav Goljan, Binghamton University (United States)
3:55MWSF-159
Display image-barcodes using blue/red channel embedding, Karthik Dinesh and Gaurav Sharma, University of Rochester (United States)
4:20MWSF-160
Deep learning regressors for quantitative steganalysis, Mo Chen, Mehdi Boroumand, and Jessica Fridrich, Binghamton University (United States)
5:00 – 6:00 PM All-Conference Welcome Reception
Tuesday January 30, 2018
7:15 – 8:45 AM Women in Electronic Imaging Breakfast
Keynote: Content Protection, Beyond Conditional Access and Digital Rights
Session Chair: Scott Craver, Binghamton University (United States)
9:00 – 10:00 AM
Cypress C
Dr. Mehmet Celik is a principle scientist and the director of research at NexGuard Labs in Kudelski Group. After receiving his PhD from University of Rochester (2004), he joined Philips Research. He was part of the Content-Identification group which spun-off as Civolution in 2008. He led the research team at Civolution, where he helped develop renowned solutions based on watermarking and fingerprinting algorithms. Audience measurement solution based on audio watermarking was acquired by Kantar Media in 2014 and is now deployed in various countries. Broadcast monitoring and TV analytics solution based on video watermarking and audio/video fingerprinting was acquired by 4C-Insights in 2015 and is now tracking over 2100 channels in 76 countries. Forensic tracking solutions based on audio/video watermarking was acquired by Kudelski Group in 2016 and is now used by all major studios and deployed on over 100,000 movie screens. These solutions have been recognized by the National Academy of Television Arts & Sciences with Technology & Engineering Emmy® Awards in 2016 and 2018. Dr. Celik is now focusing on challenges around forensic tracking of live sports & premium content when distributed via broadcast or over-the-top.
MWSF-197
Content protection: Beyond conditional access and digital rights management, Mehmet Celik, NexGuard Labs (Netherlands)
10:00 AM – 7:30 PM Industry Exhibition
10:00 – 10:30 AM Coffee Break
Deep Learning Forensics
Session Chair:
Miroslav Goljan, Binghamton University (United States)
10:30 AM – 12:10 PM
Cypress C
10:30MWSF-211
Towards order of processing operations detection in JPEG-compressed images with convolutional neural networks, Belhassen Bayar and Matthew Stamm, Drexel University (United States)
10:55MWSF-212
Resampling forgery detection using deep learning and a-contrario analysis, Arjuna Flenner1, Tajuddin Manhar Mohammed2, Jason Bunk2, Lakshmanan Nataraj2, Jawadul Bappy3, B.S. Manjunath2, Shivkumar Chandrasekaran2, Amit Roy-Chowdhury3, and Lawrence Peterson1; 1NAVAIR, 2Mayachitra, Inc., and 3University of California, Riverside (United States)
11:20MWSF-213
Deep learning for detecting processing history of images, Mehdi Boroumand and Jessica Fridrich, Binghamton University (United States)
11:45MWSF-214
Satellite image forgery detection and localization using GAN and one-class classifier, Sri Kalyan Yarlagadda1, David Güera Cobo1, Paolo Bestagini2, Fengqing Zhu1, Stefano Tubaro2, and Edward Delp1; 1Purdue University (United States) and 2Politecnico di Milano (Italy)
12:10 – 2:00 PM Lunch
2:00 – 3:00 PM PLENARY: Fast, Automated 3D Modeling of Buildings and Other GPS Denied Environments
3:00 – 3:30 PM Coffee Break
Panel: Deep Learning, Shallow Understanding?
Panelists: Matt Cragun, Nvidia Corporation (United States); Edward Delp, Purdue University (United States); Jessica Fridrich, Binghamton University (United States); and Jonathon Shlens, Google Inc. (United States)
Panel Moderator: Nasir Memon, New York University (United States)
3:30 – 5:00 PM
Cypress C
5:30 – 7:30 PM EI 2018 Symposium Demonstration Session
Wednesday January 31, 2018
Keynote: DARPA MediFor Progress and Challenges
Session Chair: Adnan Alattar, Digimarc Corporation (United States)
9:00 – 10:00 AM
Cypress C
Dr. David Doermann joined DARPA in April 2014. His areas of technical interest span language and media processing and exploitation, vision and mobile technologies. He comes to DARPA with a vision of increasing capabilities through joint vision/language interaction for triage and forensics applications. Dr. Doermann holds a Doctor of Philosophy in computer science and a Master of Science in computer science from the University of Maryland, College Park. He has authored more than 250 peer-reviewed journal and conference papers and book chapters and is the co-editor of the Handbook of Document Image Processing and Recognition. In 2014, Dr. Doermann was elected a Fellow of the IEEE for contributions to research and development of automatic analysis and processing of document page imagery.
MWSF-309
Scaling media forensics, David Doermann, DARPA (United States)
10:00 AM – 4:00 PM Industry Exhibit
10:00 – 10:30 AM Coffee Break
Steganography and Steganalysis
Session Chair:
Jessica Fridrich, Binghamton University (United States)
10:30 AM – 12:10 PM
Cypress C
10:30MWSF-316
Natural steganography in JPEG compressed images, Tomas Denemark1, Patrick Bas2, and Jessica Fridrich1; 1Binghamton University (United States) and 2CNRS (France)
10:55MWSF-317
Can we augment a small learning set for improving the performances of a CNN-based steganalyzer?, Mehdi Yedroudj, Marc Chaumont, and Frédéric Comby, LIRMM Montpellier France (France)
11:20MWSF-318
Steganalysis into the wild: How to define a source?, Patrick Bas1, Quentin Giboulot2, and Remi Cogranne2; 1CNRS and 2Troyes University of Technology (France)
11:45MWSF-319
Domain adaptation in steganalysis, Li Lin1, Jennifer Newman1, Stephanie Reinders1, Yong Guan1, and Min Wu2; 1Iowa State University and 2University of Maryland, College Park (United States)
12:10 – 2:00 PM Lunch
2:00 – 3:00 PM PLENARY: Ubiquitous, Consumer AR Systems to Supplant Smartphones
3:00 – 3:30 PM Coffee Break
Biometrics and Encryption
Session Chair:
Robert Ulichney, HP Labs, HP Inc. (United States)
3:30 – 4:50 PM
Cypress C
3:30MWSF-369
Study on color space for the performance of degraded face image recognition, Xinwei Liu1,2, Christophe Charrier1, Marius Pedersen2, and Patrick Bours2; 1Normandie University (France) and 2Norwegian University of Science and Technology (Norway)
3:55MWSF-370
Image scramble algorithm with robustness under transcoding, Chanyul Kim, Inkwon Choi, Minwoo Park, Kwangpyo Choi, and Jeonghoon Park, Samsung Electronics Co., Ltd. (Republic of Korea)
4:20MWSF-371
Hybrid image encryption, Martin Steinebach1, Huajian Liu1, Felix Mayer1, and Richard Stein2; 1Fraunhofer SIT and 2Technische Universität Darmstadt (Germany)
4:45
Conference Closing Remarks
5:30 – 7:00 PM EI 2018 Symposium Interactive Papers (Poster) Session
5:30 – 7:00 PM Meet the Future: A Showcase of Student and Young Professionals Research