PROGRAM

*as of Jan 21, 2024

Hyatt Regency San Francisco Airport • Burlingame, California


Monday January 22, 2024

Conference: 3D Imaging and Applications

Session: 3D/4D Scanning and Motion Estimation I

8:45 AM - 10:10 AM / Room: Grand Peninsula F Session Chair: Tyler Bell, Univesity of Iowa (US)

8:45 AM Welcome

8:50 AM JIST-first: Camera Motion Estimation Method Using Depth-Normalized Criterion (3DIA-100)

Seok Lee, KOREATECH (Republic of Korea)

9:10 AM A VGA Light-Tracing Time-of-Flight CMOS Image Sensor with Multi-Tap Pixel for Long-Range Outdoor Operations (3DIA-101)

Kamel Mars1, Yugo Nakatani1, Seiya Ageishi1, Masashi Hakamata1, Tomoaki Sakita2, Daisuke Iguchi2, Junichiro Hayakawa2, Takashi Kondo2, Keita Yasutomi1, Keiichiro Kagawa1, and Shoji Kawahito1; 1Shizuoka University and 2FUJIFILM (Japan)

9:30 AM Extending Lidar Depth Range Using Stereo Estimation on Intensity Data (3DIA-102)

Filip Taneski1, Tarek Al Abbas2, and Robert Henderson1; 1University of Edinburgh and 2Ouster, Inc. (UK)

9:50 AM A Deep Learning Based Light Field Image Compression as Pseudo Video Sequences with Additional in-loop Filtering (3DIA-103)

Soheib Takhtardeshir1, Roger Olsson1, Christine Guillemot1,2, and Mårten Sjöström1; 1Mid Sweden University (Sweden) and 2INRIA (France)


Conference: Computational Imaging

Session: Generative Plug-and-Play

8:45 AM - 10:20 AM / Room: Grand Peninsula C

Session Chair: Charles A. Bouman, Purdue University (US)

8:45 AM Welcome

8:50 AM KEYNOTE: Image Restoration Through Inversion by Direct Iteration (InDI) (COIMG-117)

Mauricio Delbracio and Peyman Milanfar, Google Research (US)

9:20 AM Provable Probabilistic Imaging Using Score-Based Generative Priors (COIMG-118)

Yu Sun1, Zihui Wu1, Yifan Chen2, Berthy T. Feng1, and Katherine L. Bouman1; 1California Institute of Technology and

2Courant Institute (US)

9:40 AM Transformers for Microscopy Slide Image Segmentation of Invasive Melanoma (COIMG-119)

Franklin Wang1, Michael Wang2, Avideh Zakhor¹, and Timothy McCalmont²; 1University of California Berkeley and

2University of California San Francisco (US)

10:00 AMGenerative Plug-and-Play: Posterior Sampling for Inverse Problems (COIMG-120)

Gregery T. Buzzard and Charles A. Bouman, Purdue University (US)


Conferences: Image Quality and System Performance & Autonomous Vehicles and Machines

Joint Session: Image Quality in Machine Vision

8:45 AM - 10:10 AM / Room: Grand Peninsula D

Session Chair: Robin Jenkin, NVIDIA (US), and Patrick Denny, University of Limerick (Ireland)

8:45 AM Welcome

8:50 AM KEYNOTE: Image Information Metrics from Slanted Edges: a Toolkit of Metrics to Aid Object Recognition, Machine Vision, and Artificial Intelligence Systems (IQSP-256)

Norman Koren, Imatest LLC (US)

9:50 AM ISP Tuning for Improved Image Quality in Machine Vision (IQSP-257)

Diarmaid Geever1, Tim Brophy1, Dara Molloy2, Eddie Jones1, Martin Glavin1, and Brian Deegan; 1University of Galway and 2Valeo Vision Systems (Ireland)

Conference: Machine Learning for Scientific Imaging

Session: Machine Learning for Scientific Imaging I

8:45 AM - 10:30 AM / Room: Grand Peninsula A

Session Chairs: Marc Louis Klasky, Los Alamos National Laboratory (US), and Jong Chul Ye, Korea Advanced Institute of Science & Technology (KAIST) (Republic of Korea)

8:45 AM Welcome

8:50 AM Probabilistic and Deterministic Inversions of Radiographic Data (MLSI-293)

Balu Nadiga, Mark Louis Klasky, and Oleg Korobkin, LANL (US)

9:10 AM Neural Network-based Analysis of Polychromatic PSFs for Wavelength-Specific Extraction (MLSI-294)

Jeongyong Shin, Seonghyeon Kang, and Sangmin Kim, Samsung Electronics (Republic of Korea)

9:30 AM Density Reconstruction from Noisy Radiographs Using an Attention-based Transformer Network (MLSI-295) Daniel A. Serino, Mark Louis Klasky, Balu Nadiga, Joshua Burby, and Jennifer Schei, Los Alamos National Laboratory (US)

9:50 AM Parameter Estimation Using Physics-based Statistical Machine Learning for Radiography (MLSI-296)

Soumi De, Marc Klasky, and Oleg Korobkin, Los Alamos National Laboratory/Triad (US)

10:10 AM Scatter Removal in Dynamic X-Ray Tomography Using Robust Features (MLSI-297)

Siddhant Gautam1, Mark Louis Klasky 2, and Saiprasad Ravishankar1; 1Michigan State University and 2Los Alamos National Laboratory (US)


Conference: Media Watermarking, Security, and Forensics

Session: Watermarking

8:45 AM - 10:05 AM / Room: Grand Peninsula G

Session Chair: Adnan Alattar, Digimarc Corporation (US)

8:45 AM Welcome

8:50 AM DeepSync: Affine Transform Recovery via Convolutional Neural Networks for Watermark Synchronization

(MWSF-329)

Dimitris G. Chachlakis, Mohamed Yousuf, and Tomas Filler, Digimarc Corporation (US)

9:15 AM Captchas on Darknet Marketplaces: Overview and Automated Solvers (MWSF-330)

York Yannikos and Julian Heeger, Fraunhofer SIT (Germany)

9:40 AM Novel Watermarking and Scrambling for Convolution Neural Network Weights (MWSF-331)

Deepak Poddar, Mihir Mody, Shyam Jagannathan, Kumar Desappan, and Swami Pramod, Texas Instruments (India), and Jesse Villarreal and JuneChul Roh, Texas Instruments (US)


Conference: Stereoscopic Displays and Applications

Session: Stereoscopic Displays

8:45 AM – 10:05 AM / Room: Grand Peninsula E

Session Chair: Nicolas Holliman, King’s College London (UK)

8:45 AM SD&A - Welcome and Introduction

Andrew J. Woods, Curtin University HIVE (Australia)

9:05 AM Optical Aberration Analysis of Light Field Displays: A Calibration Approach for Enhanced Performance (SDA- 344)

Qi Zhang, Yuta Miyanishi, Erdem Sahin, and Atanas Gotchev, Tampere University (Finland)

9:25 AM Vergence-accommodation Conflict: Accommodation-enabled vs. Accommodation-invariant Near-eye Displays

(SDA-345)

Erdem Sahin, Ugur Akpinar, and Atanas Gotchev, Tampere University (Finland)

9:45 AM Can Aliens See in 3D? (SDA-366)

Andrew J. Woods, Curtin University HIVE (Australia)


All Conferences

Coffee Break 10:10–10:40


Conference: 3D Imaging and Applications

Session: 3D/4D Scanning and Motion Estimation II

10:40 AM – 11:20 AM / Room: Grand Peninsula F

Session Chair: William Puech, Laboratory d’Informatique de Robotique et de Microelectronique de Montpellier (France)

10:40 AMData Augmentation Based on Depth Information for Neural Radiance Fields (3DIA-104)

Hamed Razavi Khosroshahi1, Jaime Sncho2, Gun Bang3, Gauthier Lafruit1, Eduardo, Juarez2, and Mehrdad, Teratani1; 1Université libre de Bruxelles, 2Polytechnic University of Madrid (Spain), and 3Electronics and Telecommunications Research Institute (ETRI) (Republic of Korea)

11:00 AM N-DEPTH: Neural Depth Encoding for Compression-Resilient 3D Transmission (3DIA-105)

Stephen Siemonsma and Tyler Bell University of Iowa (US)

Conferences: Autonomous Vehicles and Machines & Image Quality and System Performance

Joint Session: Quality Measurement of Automotive Sensors

10:40 AM - 12:30 PM / Room: Grand Peninsula D

Session Chair: Elaine Jin, Rivian (US) and Patrick Denny, University of Limerick (Ireland)

10:40 AMEvaluation of Signal and Noise Metrics of High Dynamic Range Image Sensors by IEEE P2020 Methodology

(AVM-107)

Orit Skorka1, Paul Romanczyk2, Norman Koren2, Jonathan Phillips2 andRadu Ispasoiu1; 1onsemi and 2Imatest (US)

11:10 AM Measurement of Noise Equivalent Quanta (NEQ) Using the Deadleaves Technique (AVM-108)

Robin Jenkin, NVIDIA Corp (US), and Uwe Artmann, Image Engineering GmbH & Co. KG (Germany)

11:30 AM Measuring Natural Scenes SFR of Automotive Fisheye Cameras (AVM-109)

Daniel Jakab1, Eoin Martino Grua1, Brian Michael Deegan2, Anthony Scanlan1, Pepijn Van De Ven1, and Ciarán Eising1; 1University of Limerick and 2University of Galway (Ireland)

11:50 AM An Integrated and Fully Automated Test Solution for Automotive Cameras of Ultrawide Angle of View (AVM-110)

Xingbo Wang, RD Buy (China), and Sangkyu Yang, Cizen Tech (Republic of Korea)

12:10 PM Resolution and Noise Trade-off Analysis in Single-Photon Pulse LiDAR (IQSP-258)

Weijian Zhang, Hashan Weerasooriya, and Stanley H. Chan, Purdue University (US)


Conference: Computational Imaging

Session: Generative Artificial Intelligence for Remote Sensing

10:40 AM - 12:30 PM / Room: Grand Peninsula C

Session Chair: Andre Van Rynbach, Air Force Research Laboratory (US)

10:40 AM KEYNOTE: Efficient Neural Scene Representation, Rendering, and Generation (COIMG-121)

Gordon Wetzstein, Stanford University (US)

11:10 AM Dark Secrets of Computational Imaging (COIMG-122)

Laura Waller, UC Berkeley (US)

11:30 AM Super Resolution in Heterogeneous Array Cameras under Coherent and Partially Coherent Illumination: A Generative AI Approach (COIMG-123)

Kevin Figueroa, Greg Nero, Gordon Hageman, and David J. Brady, University of Arizona (US)

11:50 AM Diffractive Processing of Visual Information (COIMG-124)

Aydogan Ozcan, and Jingxi Li, UCLA (US)

12:10 PM Physics-informed Generative Models for Imaging and Photonic Design (COIMG-125)

Muhammad Tayyab, Zheyuan Zhu, and Shuo Pang, University of Central Florida (CREOL) (US)


Conference: Human Vision and Electronic Imaging

Session: Art: Perception and Cognition I

10:40 AM - 12:05 PM / Room: Grand Peninsula B

Session Chair: Lora Likova, Smith-Kettlewell Eye Research Institute (US)

10:40 AM KEYNOTE: S(t)imulating Art and Science: György Kepes and the Concept of “Interseeing” (HVEI-200)

Márton Orosz, Museum of Fine Arts (Hungary)

11:40 AM Beyond Space and Time: Analysis of the Arcane Perceptual & Cognitive Effects in Ivan Vukadinov’s Art at the Vatican Museums (HVEI-201)

Lora Likova1, and Christopher Tyler1,2; 1Smith-Kettlewell Eye Research Institute (US) and 2City University of London (UK)


Conference: Machine Learning for Scientific Imaging

Session: Machine Learning for Scientific Imaging II

10:40 AM - 12:00 PM / Room: Grand Peninsula A

Session Chairs: Jong Chul Ye, Korea Advanced Institute of Science & Technology (KAIST) (Republic of Korea), and Marc Louis Klasky, Los Alamos National Laboratory (US)

10:40 AM Supervised Reconstruction for Silhouette Tomography (MLSI-298)

Evan Bell, Michigan State University, and Michael McCann and Marc Louis Klasky, Los Alamos National Laboratory (US)

11:00 AM Breast Ultrasound Report Generation using LangChain (MLSI-299)

Jaeyoung Huh and Jong Chul Ye, Korea Advanced Institute of Science and Technology (KAIST), and Hyun Jeong Park, Chung-Ang University Hospital (Republic of Korea)

11:20 AM Swap-Net: A Memory-Efficient 2.5D Cascade Network for 3D Image Reconstruction (MLSI-300)

Xiaojian Xu1, Marc Louis Klasky2, Michael Thompson McCann2, Jeffrey Fessler1; 1University of Michigan and 2Los Alamos National Laboratory (US)

11:40 AM Using Neural Networks for Compact Representation of Features with Singular Points in Projections of Surfaces on Radiographic Plane (MLSI-301)

Oleg Korobkin, Los Alamos National Laboratory (US)

Conference: Media Watermarking, Security, and Forensics

Session: Deepfake Detection

10:40 AM - 12:20 PM / Room: Grand Peninsula G

Session Chair: Gaurav Sharma, University of Rochester (US)

10:40 AM One Detector to Rule Them All? On the Robustness and Generalizability of Current State-of-the-Art Deepfake Detection Methods (MWSF-332)

Raphael Antonius Frick and Martin Steinebach, Fraunhofer SIT (Germany)

11:05 AM Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis (MWSF-333)

Luca Guarnera, Salvatore Manganello, and Sebastiano Battiato, University of Catania (Italy)

11:30 AM Contribution of Residual Signals to the Detection of Face Swapping in Deepfake Videos (MWSF-334)

Paul Tesse, Christophe Charrier, and Emmanuel Giguet, Université de Caen Normandie (France)

11:55 AM Efficient Temporally-Aware Deepfake Detection using H.264 Motion Vectors (MWSF-335)

Peter Grönquist, Yufan Ren, Qingyi He, Alessio Verardo, and Sabine Süsstrunk, École Polytechnique Fédérale de Lausanne (Switzerland)


Conference: Stereoscopic Displays and Applications

Session: Stereoscopic Camera Systems

10:40 AM - 11:20 AM / Room: Grand Peninsula E

Session Chair: Andrew J. Woods, Curtin University HIVE (Australia)

10:40 AM 4k Stereoscopic Visualization of Robotic Microsurgery in Vascularized Free Tissue Transfer for Head and Neck Reconstruction (SDA-346)

Justus Ilgner, Stephan Hackenberg, and Thien An Duong Dinh, Universitätsklinikum Aachen (Germany)

11:00 AM Manipulating Viewing Distance and Camera Toe-in in a Stereoscopic Remote Vision System (SDA-347) Eleanor O'Keef, KBR1 and Eric Seemiller, Marc Winterbottom, and Steven Hadley, Air Force Research Laboratory (US)


Conference: Stereoscopic Displays and Applications

Session: SD&A Keynote

11:20 AM - 12:00 PM / Room: Grand Peninsula E

Session Chair: Andrew J. Woods, Curtin University HIVE (Australia)

11:20 AM KEYNOTE: The Waking Dream: Next Steps Toward Immersion Entertainment (SDA-348)

Aaron Parry, SDFX Studios (US)


All Conferences

Lunch on Own


All Conferences

2:00 PM - 3:00 PM / Room: Grand Peninsula D

PLENARY: Seeing and Feeling in Robot-Assisted Surgery

Allison Okamura, Richard W. Weiland Professor of Engineering, Stanford University (US)


All Conferences

Coffee Break 3:00–3:30


All Conferences

3:30 PM - 5:00 PM / Room: Grand Peninsula D

Highlights 2024

Join us for a session that highlights the breadth of EI with short papers selected by their Chairs from EI conferences. The full papers are given at other times in the program. Note that COIMG and HVEI will run papers concurrent with this session.


Papers are being confirmed and will be posted shortly.


Conference: Computational Imaging

Session: Intersection of Computational Imaging and Materials Science I

3:30 PM - 4:50 PM / Room: Grand Peninsula C

Session Chair: Jeff Simmons, Air Force Research Laboratory (US)

3:30 PM Considerations for Materials Design from the Latent Space (COIMG-126)

Jeff Simmons and Megna Shah, Air Force Research Laboratory, and Veera Sundararaghavan, University of Michigan (US)

3:50 PM Methodology for Estimation of Intrinsic Dimensions and State Variables of Microstructures (COIMG-127) Megna Shah and Jeff Simmons, Air Force Research Laboratory, and Veera Sundararaghavan, University of Michigan (US)

4:10 PM Persistent Homology for Microstructure Manifold Construction (COIMG-128)

Simon A. Mason1, Jeff Simmons2, Megna Shah2, and Stephen Niezgoda1; 1Ohio State University and 2Air Force Research Laboratory (US)

4:30 PM Dissipative Lagrangian Neural Networks for Materials Imaging and Simulation (COIMG-129)

Veera Sundararaghavan, University of Michigan, and Megna Shah and Jeff Simmons, Air Force Research Laboratory (US)


Conference: Human Vision and Electronic Imaging

Session: Art: Perception and Cognition II

3:30 PM - 5:00 PM / Room: Grand Peninsula B

Session Chair: Lora Likova, Smith-Kettlewell Eye Research Institute (US)

3:30 PM Michelangelo's Cryptic Self-Portraiture in the Sistine Chapel (HVEI-202)

Christopher Tyler, Smith-Kettlewell Eye Research Institute (US) and City University of London (UK)

3:55 PM Categorizing Art Viewing Behavior Using Fuzzy Logic (HVEI-203)

Elena Fedorovskaya and Samuel Morillas Gómez, Rochester Institute of Technology (US)

4:20 PM You're in the Picture: Revisiting the Robustness of Perspective (HVEI-204)

Michael Kubovy, University of Virginia (US)

4:40 PM Surreal Artist as Visual Neuroscientist: Analysis of Selected Works by Rene Magritte (HVEI-205)

Russell D. Hamer, Smith-Kettlewell Eye Research Institute (US)


All Conferences

5:00 PM - 6:30 PM / Room: The Grove

Symposium Reception


6:00 PM - 8:30 PM / Room: Grand Peninsula D

FILM: Interthinking Art + Science

a feature-length documentary on painter, photographer, designer, educator, and art theorist György Kepes and his pioneering installations in light and motion. The film is directed by EI 2024 keynote speaker Márton Orocz, director of the Vasarely Museum in Budapest, Hungary.


Tuesday January 23, 2024

Workshop: Imaging for XR Session: Presentations I

8:30 AM - 11:15 AM / Room: Grand Peninsula D

Session Chair: Susan Lakin, Rochester Institute of Technology (US)

8:30 AM Welcome

Bennett Wilburn, Google (US)

8:45 AM AI-mediated 3D Video Conferencing with Real-time 2D-to-3D Face Lifting

Koki Nagano, NVIDIA (US)

9:15 AM Privacy-preserving Visual Sensing with Applications in XR

Vrendan David-John, Virginia Tech (US)

9:45 AM The Perfect 3D Shot: AI-driven Techniques for Stereoscopic Image Capture and Conversion

David Fattal, Leia (US)

10:15 AM Break

10:45 AM Volumetric Video Technology in Sports and Entertainment: Current Applications and Future Prospects

Tsuyoshi Wakozono, Canon USA (US)


Conference: Autonomous Vehicles and Machines

Session: Multi-Modal Imaging and Neural Methods for Safe Driving

8:45 AM - 9:50 AM / Room: Grand Peninsula E

Session Chairs: Peter van Beek, Intel (US), and Patrick Denny, University of Limerick (Ireland)

8:45 AM Welcome

8:50 AM Multi-Modal Pedestrian Detection via Dual-Regressor and Object-Based Training for One-Stage Object Detection Network (AVM-111)

Napat Wanchaitanawong1, Masayuki Tanaka1, Takashi Shibata2, and Masatoshi Okutomi1; 1Tokyo Institute of Technology and 2NTT Corporation (Japan)

9:10 AM Exploring Object Detection and Image Classification Tasks for Niche Use Case in Naturalistic Driving Studies

(AVM-112)

Ryan Peruski, Deniz Aykac, Lauren Torkelson, and Thomas Karnowski, Oak Ridge National Laboratory (US)

9:30 AM Efficient Fault Tolerant Architecture for Neural Network Compute (AVM-113)

Shyam Jagannathan1, Mihir Mody1, Prithvi Shankar1, Jesse Villarreal2, JuneChul Roh2, Kumar Desappan1, Deepak Poddar1, and Pramod Swami1; 1Texas Instruments (India) and 2Texas Instruments (US)

9:50 AM Urban Scene Reconstruction Based on Neural Rendering (AVM-365)

Shihao Shen1, Louis Kerofsky1, Senthil Yogamani2, and Varun Ravii1; 1Qualcomm Technologies, Inc. (US) and 2QT Technologies Ireland Limited (UK)


Conference: Computational Imaging

Session: Intersection of Computational Imaging and Materials Science II

8:45 AM - 10:10 AM / Room: Grand Peninsula C

Session Chair: Jeff Simmons, Air Force Research Laboratory (US)

8:45 AM Welcome

8:50 AM Mathematical Nuances of Gaussian-Process-Driven Autonomous Experimentation (COIMG-130)

Marcus Michael Noack, Lawrence Berkeley National Laboratory (US)

9:10 AM Reinforcement Learning for Metals Powder Bed Fusion (COIMG-131)

Ojash Neopane, Carnegie Mellon University, and Michael Keith Ballard, Andrew Gillman, and Sean Donegan, Air Force Research Laboratory (US)

9:30 AM Evaluation of Information Content in 2D and 3D Microstructural Characterization of Brush Particle-Based Hybrid Materials (COIMG-132)

Ayesha Abdullah1, Lawrence Drummy2, Levent Burak Kara1, Michael R. Bockstaller1; 1Carnegie Mellon University and

2Air Force Research Laboratory (US)

9:50 AM Semantic Segmentation and Anomaly Identification of Binder Jet Powder Bed Images (COIMG-133) Alexander Gourley1,; Jonathan Kaufman2, Edwin Schwalbach1, Lisa Rueschhoff3, Jack Beuth2, Reeja Jayan1; 1Carnegie Mellon University, 2Air Force Research Laboratory, and 3UES (US)


Conference: High Performance Computing for Imaging

Session: High Performance Computing for Imaging Keynote Talk I

8:45 AM - 9:30 AM / Room: Grand Peninsula F

Session Chairs: Xiao Wang, Oak Ridge National Laboratory (US), and Yuankai Huo, Vanderbilt University (US)

8:45 AM Welcome

8:50 AM KEYNOTE High Performance Imaging Applications: At the Intersection of HPC and AI (HPCI-183)

Mohamed Wahib, RIKEN Center for Computational Science (Japan)


Conference: Human Vision and Electronic Imaging

Session: Perceptual Experiments and Models

8:45 AM - 10:10 AM / Room: Grand Peninsula A

Session Chair: Rafal Mantiuk, University of Cambridge (UK), and Damon Chandler, Ritsumeikan University (Japan)

8:45 AM Welcome

8:50 AM Entropy Ordered Shapes as Bivariate Glyphs (HVEI-206)

Nicolas S. Holliman, Arzu Çöltekin, Sara J. Fernstad, Lucy McLaughlin, Michael D. Simpson, and Andrew J. Woods, King’s College London (UK)

9:10 AM Withdrawn

9:30 AM Perception of Tactile Attributes of Colored Texture Images (HVEI-208)

Alireza Rabbanifar and Elena Fedorovskaya, Rochester Institute of Technology (US)

9:50 AM Spatiotemporal Contrast Sensitivity Functions: Predictions for the Critical Flicker Frequency (HVEI-209)

Ali Bozorgian, Norwegian University of Science and Technology (Norway), and Maliha Ashraf and Rafal Mantiuk, University of Cambridge (UK)


Conference: Image Processing: Algorithms and Systems

Session: Image Denoising and Restoration

8:45 AM - 9:50 AM / Room: Harbour B

Session Chair: Atanas Gotchev, Tampere University (Finland)

8:45 AM Welcome

8:50 AM X-ray Image Denoising for Baggage Screening Using Learning Based Methods (IPAS-244)

Vempuluru Vendata Poorna Sekhar and PP Deepthi, National Institute of Technology (India), and Renu Rameshan, Vehant Technologies (India)

9:10 AM Image Restoration via Collaborative Filtering and Deep Learning (IPAS-245)

Wenzhu Xing, Igor Shevkunov, Vladimir Katkovnik, and Karen Egiazarian, Tampere University (Finland)

9:30 AM Towards Realistic Landmark-Guided Facial Video Inpainting Based on GANs (IPAS-246)

Fatemeh Ghorbani Lohesara, Technische Universität Berlin Group (Germany); Karen Egiazarian, Tampere University (Finland); and Sebastian Knorr, University of Applied Sciences Jena (Germany)


Conference: Image Quality and System Performance

Session: Camera Quality Assessment I

8:45 AM - 10:20 AM / Room: Grand Peninsula B

Session Chair: Susan Farnand, Rochester Institute of Technology (US)

8:45 AM Welcome

8:50 AM Focal Talk: Project Paris Insight: Methodology (IQSP-262)

Hervé Macudzinski, DXOMARK (France)

9:20 AM Benchmarking Motion Blur of Video-Frame-Interpolated Hybrid EVS+CIS against conventional CIS (IQSP-259)

Kamal Rana, Sean Fausz, Zhiyao Yang, Fangwen Tu, Qinyi Wang, Boyd Fowler, Andreas Suess, and Bo Mu, OmniVision Technologies (US)

9:40 AM Evaluating Camera Performance in Face-Present Scenes with Diverse Skin Tones(IQSP-260)

Megan Elizabeth Borek, Sarah Kerr, and Amelia Spooner, Imatest (US)

10:00 AMFrom Video Conferences to DSLRs: An In-depth Texture Evaluation with Realistic Mannequins (IQSP-261) Daniela Carfora Ventura, Gabriel Pacianotto Gouveia, Ana Calarasanu, Valentine Tosel, Nicolas Chahine, and Sira Ferradans, DXOMARK (France)


Conference: Media Watermarking, Security, and Forensics

Session: Steganography & Steganalysis

8:45 AM - 10:05 AM / Room: Grand Peninsula G

Session Chair: Jessica Fridrich, Binghamton University (US)

8:45 AM Welcome

8:50 AM Analyzing Quantitative Detectors for Content-Adaptive Steganography (MWSF-336)

Edgar Kaziakhmedov, Eli Dworetzky, and Jessica Fridrich, Binghamton University (US)

9:15 AM Secure Payload Scaling for Source Adaptive Payload Allocation (MWSF-337)

Eli Dworetzky, Edgar Kaziakhmedov, and Jessica Fridrich, Binghamton University (US)

9:40 AM Prompting Steganography: A New Paradigm (MWSF-338)

Hanzhou Wu, Shanghai University (China)

All Conferences

Coffee Break 10:10–10:40


Conferences: Computational Imaging and Machine Learning for Scientific Imaging

Joint Session: Intersection of Computational Imaging and Materials Science III

10:40 AM - 12:30 PM / Room: Grand Peninsula C

Session Chair: Jeff Simmons, Air Force Research Laboratory (US)

10:40 AM KEYNOTE: Quantitative Secondary Electron Yield Mapping in Ion-beam Microscopy (COIMG-134)

Vivek Goyal1, Akshay Agarwal1, Leila Kasaei2, Xinglin He1, Leonard Feldman2; 1Boston University and 2Rutgers University (US)

11:10 AM Local Entropy Key Points for Materials Science Image Collation (MLSI-302)

Zachary Varley, Marc DeGraef, and Gregory Rohrer, Carnegie Mellon University (US)

11:30 AM Combining Multimodal Fatigue Fracture Surface Image for Analysis with a CNN (MLSI-303)

Katelyn Jones, Carnegie Mellon University; William Musinski, University of Wisconsin; Paul Shade and Reji John, Air Force Research Laboratory; Elizabeth Holm, University of Michigan, and Anthony Rollett, Carnegie Mellon University (US)

11:50 AM A Lightweight Transformer for Faster and Robust EBSD Data Collection (MLSI-304)

Harry Dong1, Sean Donegan2, Megna Shah2, and Yuejie Chi1; 1Carnegie Mellon University and 2Air Force Research Laboratory (US)

12:10 PM Biomedical Ultrasound Computed Tomography Using Neural Full Waveform Inversion (COIMG-135)

Zhijun Zeng, Yihang Zheng, Youjia Zheng, and Zuoqiang Shi, Tsinghua University; Yubing Li, Institute of Acoustics; and He Sun, Peking University (China)


Conference: High Performance Computing for Imaging

Session: High Performance Pathology Imaging

10:40 AM - 11:40 AM / Room: Grand Peninsula F Session Chair: Yuankai Huo, Vanderbilt University (US)

10:40 AMHigh-performance Data Management for Computational Pathology (HPCI-184)

Haoju Leng1,2, Lipeng Wan3, and Yuankai Huo1; 1Vanderbilt University, 2Vanderbilt University Medical Center, and

3Georgia State University (US)

11:00 AM Alleviating Tiling Effect by Random Walk Sliding Window in High-resolution Histological Whole Slide Image Synthesis (HPCI-185)

Shunxing Bao and Yuankai Huo, Vanderbilt University (US)

11:20 AM Scalable Analysis of Giga-pixel WSI Images (HPCI-186)

Sajal Dash, Oak Ridge National Laboratory (US)


Conference: Human Vision and Electronic Imaging

Session: HDR: Imaging and Perceptual Modeling

10:40 AM - 12:00 PM / Room: Grand Peninsula A

Session Chairs: Rafal Mantiuk, University of Cambridge (UK), and Damon Chandler, Ritsumeikan University (Japan)

10:40 AM KEYNOTE: Design and Reality of the HDR Imaging Ecosystem (HVEI-210)

Robin Atkins, Dolby Laboratories (Canada)

11:20 AM JPI-first: The Impact of Adaptation Time in High Dynamic Range Luminance Transitions (HVEI-211)

Jake Zuena and Jaclyn Pytlarz, Dolby Laboratories (US)

11:40 AM Modeling Lightness and Color Perception of High Dynamic Range Stimuli (HVEI-212)

Michael E. Rudd, University of Nevada (US)

Conference: Image Processing: Algorithms and Systems

Session: Machine Learning for Image Processing

10:40 AM - 11:40 AM / Room: Harbour B

Session Chair: Karen Egiazarian, Tampere University (Finland)

10:40 AM Withdrawn

11:00 AM Examining the Effects of Compression on Deep Learning Remote Photoplethysmography (IPAS-248)

Benjamin Sporrer, Nathan Vance, Jeremy Speth, and Patrick Flynn, University of Notre Dame (US)

11:20 AM Coverage Optimization for Training Data Enhancement of Ill-performing Classes (IPAS-249)

Raegeun Park and Chulhee Lee, Yonsei University (Republic of Korea)


Conference: Image Quality and System Performance

Session: Camera Quality Assessment II

10:40 AM - 12:00 PM / Room: Grand Peninsula B Session Chair: Jonathan Phillips, Imatest (US)

10:40 AM A Novel Deep Learning-Based Anomaly Detection Pipeline Optimized for Dark Blemish Pattern of Image Sensor (IQSP-263)

Dayun Lee, Yubin Lee, Dagyeom Hong, Kundong Kim, Sung-Su Kim, and Yitae Kim, Samsung Electronics (Republic of Korea)

11:00 AM No-Reference Color Dot Artifact Assessment for Remosaiced Images (IQSP-265)

Subin Han, Seungwan Jeon, Sara Lee, Yu Gyeong Lee, Hee-shin Kim, Kichul Park, Sung-Su Kim, and Yitae Kim, Samsung Electronics (Republic of Korea)

11:20 AM Focal Talk: Android Camera Apps: Designing in a Sea of Thousands of Cameras (IQSP-266)

Clemenz Portmann, Google (US)


Conferences: Imaging and Multimedia Analytics at the Edge & Mobile Devices and Multimedia: Enabling Technologies, Algorithms & Applications

Joint Session: Imaging

10:40 AM - 12:20 PM / Room: Grand Peninsula E Session Chair: Qian Lin, HP Inc.

10:40 AM ACES Workflows in Epic Unreal 5 (MOBMU-311)

Eberhard Hasche and Reiner Creutzburg, Technische Hochschule Brandenburg (Germany)

11:00 AM Color Calibration for Multicolored Barcodes Using Smartphones (MOBMU-312)

Simon Bugert, Waldemar Berchtold, and Julian Heeger, Fraunhofer SIT (Germany)

11:20 AM Adapt to Distill or Distill to Adapt (IMAGE-238)

Georgi Thomas and Andreas Savakis, Rochester Institute of Technology (US)

11:40 AM Deep Learning-Based Defect Detection and Segmentation for Wood Plank Surfaces with Real-Time Tracking

(IMAGE-239)

Mazhar Mohsin, Qamar Uddin, Keijo Haataja, and Pekka Toivanen University of Eastern Finland (Finland)

12:00 PM Motion-based Domain Randomization for Detecting Honeybees Inside a Hive (IMAGE-240)

Chih-Hsing Ho1, I.R. Gilchrist1, Keirstyn A. Amponsah1, Amanda Stoltz2, Brock A. Harper2, Steve Cantley1, and Amy R. Reibman1; 1Purdue University and 2Broodminder (US)


Conference: Media Watermarking, Security, and Forensics

Session: Robust Hash

10:40 AM - 11:30 AM / Room: Grand Peninsula G

Session Chair: Sebastiano Battiato, Università degli Studi di Catania (Italy)

10:40 AM Prediction of Flipped Bits in Robust Image Hashes by Machine Learning (MWSF-339)

Niklas Bunzel1, Martin Steinebach1, Marius Leon Hammann2, and Huajian Liu1; 1Fraunhofer SIT/ATHENE/TU- Darmstadt and 2TU-Darmstadt (Germany)

11:05 AM Efficient Hash Lookup for PhotoDNA (MWSF-340)

Martin Steinebach, Fraunhofer SIT (Germany)


Workshop: Imaging for XR Session: Interacting with XR

11:15 AM – 12:30 PM / Room: Grand Peninsula D and Regency Session Chair: Bennett Wilburn, Google (US)

11:15 AM Informal discussions led by our speakers, including the use of 3D displays and AR/VR headsets to experience the

showcased technologies.


Conference: High Performance Computing for Imaging

Session: High Performance Image Reconstruction

11:40 AM - 12:20 PM / Room: Grand Peninsula F

Session Chair: Peng Chen, National Institute of Advanced Industrial Science and Technology (AIST) (Japan)

11:40 AM Back-Projection Optimization: The Key to Tomographic Imaging (HPCI-187)

Peng Chen, National Institute of Advanced Industrial Science and Technology, and Takaaki Miyajima, Meiji University (Japan)

12:00 PM Accelerated Laminographic Image Reconstruction Using GPUs (HPCI-188)

Bin Ma1, Viktor Nikitin2, Dong Li1, and Tekin Bicer2; 1University of California Merced and 2Argonne National Laboratory (US)


Conference: Image Processing: Algorithms and Systems

Session: Image Formation

11:40 AM - 12:20 PM / Room: Harbour B

Session Chair: Atanas Gotchev, Tampere University (Finland)

11:20 AM Lensless Phase Microscopy Imaging (IPAS-250)

Igor Shevkunov, Tampere University (Finland)

11:40 AM Spectral Rendering: From Input to Rendering Process (IPAS-251)

Ayoung Kim and Atanas Gotchev, Tampere University (Finland)

12:00 PM Depth-of-Field Guided Rendering for Light-Field Displays (IPAS-367)Kamran Akbar, Robert Bregovic, Tampere University (Finland)


All Conferences

Lunch on Own


All Conferences

2:00 PM - 3:00 PM / Room: Grand Peninsula D

PLENARY: Neural Radiance Fields

Jon Barron, senior staff research scientist, Google Research (US)


All Conferences

Coffee Break 3:00–3:30


Conference: Autonomous Vehicles and Machines

Session: Leveraging Bird's Eye View Imagery for Safe Driving

3:30 PM - 4:30 PM / Room: Grand Peninsula B

Session Chairs: Patrick Denny, University of Limerick (Ireland), and Peter van Beek, Intel (US)

3:30 PM Fusing Segmentation and Domain-knowledge Model to Extract Intersection Topologies from Aerial/terrestrial Orthographic Images (AVM-114)

Julien A. Vijverberg and Bart Beers, Cyclomedia Technology, and Peter H.N. de With, Eindhoven University of Technology (The Netherlands)

3:50 PM Optimizing Ego Vehicle Trajectory Prediction: The Graph Enhancement Approach (AVM-115)

Sushil Sharma, Aryan Singh, Ganesh Sistu, Mark Halton, and Ciarán Eising, University of Limerick (Ireland)

4:10 PM An Approach to Recreate Large Virtual Environments for Use in Road Traffic Research (AVM-116)

Jack Miller and Eliot Winer, Iowa State University (US)


Conference: Computational Imaging

Session: Additive Manufacturing: In- and Ex-Situ Imaging for Monitoring and Non-Destructive Characterization I

3:30 PM - 5:20 PM / Room: Grand Peninsula C

Session Chairs: Amir Ziabari, Oak Ridge National Laboratory, and Alireza Saraf, Divergent (US)

3:30 PM Automated, High-Throughput X-ray CT Characterization of Additively Manufactured Parts Using Deep Learning Based Algorithms (COIMG-136)

Amir Koushyar Ziabari, Obaidullah Rahman, Zackary Snow, Singanallur V. Venkatakrishnan, Ryan Dehoff, and Vincent Paquit, Oak Ridge National Laboratory (US)

3:50 PM KEYNOTE: Understanding Microstructural Evolution in Additively Manufactured Materials by 3D X-ray Imaging

(COIMG-137)

Daniel Sinclair1, Eshan Ganju1, Hamid T. Sarraf2, and Nikhilesh Chawla1; 1Purdue University and 2Lam Research (US)

4:20 PM Engineering Temporally Integrated Images for In Situ Monitoring and Analysis of Laser-Based Powder Bed Fusion Additive Manufacturing (COIMG-139)

Zackary Keller Snow, Luke Scime, and Vincent Paquit, Oak Ridge National Lab, and Shuchi Khurana and Petros Apostolou, Addiguru (US)

4:40 PM Benefit of X-ray Imaging to Improve Additive Manufacturing (COIMG-140)

Anne-Françoise Obaton, Laboratoire National de Métrologie et d'Essais (LNE) (France), and Massimiliano Ferrucci, Brian Giera, Andrew Harris, and Jeff Haslam, Lawrence Livermore National Laboratory (LLNL) (US)

5:00 PM Model-based Deep Learning with a CNN Prior for Sparse-view Cone-beam CT Reconstruction of Additively Manufactured Objects (COIMG-141)

Aniket Pramanik, Obaidullah Rahman, Singanallur V. Venkatakrishnan, and Amir Koushyar Ziabari, Oak Ridge National Laboratory (US)

Conference: Computer Vision and Image Analysis of Art

Session: Computer Vision and Image Analysis of Art

3:30 PM - 5:30 PM / Room: Harbour B

Session Chair: David Stork, Stanford University (US)

3:30 PM Computational Estimation of Head Pose and Gender Through Large Corpora of Fine-art Portraits (CVAA-174)

Ali Unlu, Bilkent University (Turkey), and Jean-Peic Chou and David Stork, Stanford University (US)

3:50 PM TextAIles: Color Manipulations in the Latent Space of StyleGAN3 (CVAA-175)

Ludovica Schaerf and Dario Negueruela del Castillo, Max Planck Society (Germany), and Leonardo Impett, University of Cambridge (UK)

4:10 PM Distant Viewing Light Analysis of Figurative Paintings Using Spherical Harmonics (CVAA-176)

Pepe Ballesteros, Zapata University of Zurich (Switzerland); Dario Negueruela del Castillo, University of Zurich (Switzerland); and Leonardo Impett, University of Cambridge (UK)

4:30 PM Towards Artist Recognition Based on Material Rendering. A Case Study for Recognition of Rembrandt and Van Dyck (CVAA-177)

Jing Huang, New York University, and Ahmed Elgammal, Rutgers University (US)

4:50 PM The Use of Transfer Learning for the Analysis of Paintings by Raphael (CVAA-178)

Hassan Ugail1; David Stork2; Howell Edwards1, Steven Seward3, and Christopher Brooke4; 1 University of Bradford (UK), 2Stanford University (US); 3independent portrait artist (US); and 4University of Nottingham (UK)

5:10 PM Vision Transformers and Synthetic Image Augmentation in Art Authentication (CVAA-179)

Ludovica Schaerf, University of Zurich, and Marco Latella and Carina Popovici, Art Recognition AG (Switzerland)


Conference: High Performance Computing for Imaging

Session: Special Session on High Performance Imaging

3:30 PM - 5:10 PM / Room: Grand Peninsula F

Session Chair: Yuhao Zhu, University of Rochester (US)

3:30 PM Focal Talk: A Visual Cortex for Array Cameras (HPCI-189)

David Jones Brady, Wyant College of Optical Sciences (US)

4:10 PM Focal Talk: The Image Systems Engineering Toolbox (HPCI-190)

Brian Wandell, Stanford University (US)

4:50 PM Taking Pictures of Planetary Interiors Using Powerful Computers (HPCI-191)

Tolulope M. Olugboji, Cetin Mujdat, and Canberk Eckmecki, University of Rochester (US)


Conferences: Human Vision and Electronic Imaging & Image Quality and System Performance

Joint Session: Perception of AR/VR/MR

3:30 PM - 4:50 PM / Room: Grand Peninsula A

Session Chairs: Alexandre Chapiro, Meta (US), and Chaker Larabi, University of Poitiers (France)

3:30 PM Perception in Mixed Reality Environments (HVEI-213)

Bernice E. Rogowitz, Visual Perspectives (US)

3:50 PM Egocentric Boundaries on Distinguishing Colliding and Non-Colliding Pedestrians while Walking in a Virtual Environment (HVEI-214)

Alex D. Hwang, Jae-Hyun Jung, Alex Bowers, and Eli Peli, Schepens Eye Research Institute of Massachusetts Eye and Ear and Harvard Medical School (US)

4:10 PM Digital Rear-view Mirrors with Augmented Reality in Comparison with Traditional Rear-View Mirrors (HVEI-215)

Miao Zhang1, Bin Gao1, Gustav Kumlin Groth2, David Hermann2, and Kjell Brunnström1; 1RISE Research Institutes of Sweden AB and 2Volvo Car Corporation (Sweden)

4:30 PM Quality of Experience of Virtual Reality-Based Communication Applications (IQSP-267)

Mylene Farias, Texas State University (US)


Conference: Machine Learning for Scientific Imaging

Session: Machine Learning for Scientific Imaging III

3:30 PM - 5:10 PM / Room: Grand Peninsula E

Session Chairs: Marc Louis Klasky, Los Alamos National Laboratory (US) and Jong Chul Ye, Korea Advanced Institute of Science & Technology (KAIST) (Republic of Korea)

3:30 PM Recovering a Molecule's 3D Dynamics from Liquid-phase Electron Microscopy Movies (MLSI-305) Enze Ye1, Yuhang Wang2, Hong Zhang1, Yiqin Gao1, Huan Wang1, and He Sun1; 1Peking University and 2DP Technology, Ltd. (China)

3:50 PM A Fully Differentiable Hydrodynamics Framework: Challenging Traditional ML for Optimization in Hydrodynamics (MLSI-306)

Hyun Lim, Marc Louis Louis Klasky, Andrew Trettel, and Ben Southworth, Los Alamos National Laboratory (US)

4:10 PM Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI

(MLSI-307)

Gyutaek Oh, Won-Jin Moon, and Jong Chul Ye Kim, Korea Advanced Institute of Science and Technology (KAIST) (Republic of Korea)

4:30 PM Applying Machine Learning to Detect Anomalies in Additive Manufacturing (MLSI-308)

Sean Tyler Tronsen, Colt James Montgomery, and Nathan DeBardeleben, Los Alamos National Laboratory (US)

4:50 PM What’s Wrong with End-to-end Deep Learning Methods for Phase Retrieval? (MLSI-309)

Wenjie Zhang, Yuxiang Wan, Zhong Zhuang, and Ju Sun, University of Minnesota (US)

Conference: Media Watermarking, Security, and Forensics

Session: Verification & Identification

3:30 PM - 4:45 PM / Room: Grand Peninsula G Session Chair: Nasir Memon, New York University (US)

3:30 PM A Novel Dataset for Non-Destructive Inspection of Handwritten Documents (MWSF-341)

Eleonora Breci, Luca Guarnera, and Sebastiano Battiato, University of Catania (Italy)

3:55 PM DeepMammo: Deep Learning Algorithm for Digital Mammogram Source Identification (MWSF-342)

Farid Ghareh Mohammadi and Ronnie Sebro, Mayo Clinic (US)

4:20 PM Sovereign Document Verification by Smartphones (MWSF-343)

Waldemar Berchtold, Julian Heeger, Simon Bugert, Lukas Biermann, and Huajian Liu, Fraunhofer SIT, and Nikolas Thenee and Thomas Schnattinger, German Federal Office for Information Security (Germany)


Conference: Mobile Devices and Multimedia: Enabling Technologies, Algorithms & Applications

Session: Multimedia Applications

3:30 PM - 5:10 PM / Room: Harbour A

Session Chair: Reiner Creutzburg, TH Brandenburg (Germany)

3:30 PM Generating Rich Media Posters for Interactive Hiking Trails to Promote Sustainable Tourism (MOBMU-313) Eberhard Hasche1, Michel Tueini2, and Reiner Creutzburg1; 1Technische Hochschule Brandenburg and 2Hotel Park Soltau (Germany)

3:50 PM Driver Monitoring System Using Deep Learning Techniques (MOBMU-314)

Moustafa Elhassan Ibrahim, and Gerrit Tamm, SRH Berlin University of Applied Sciences, and Reiner Creutzburg, TH Brandenburg (Germany)

4:10 PM Impact of Elon Musk and Bill Gates Tweets on Tesla and Microsoft Stock Prices (MOBMU-315)

Maiia Kochneva, Evgenii Renzhin, and Klaus Schwarz, SRH Berlin University of Applied Sciences, and Reiner Creutzburg, TH Brandenburg (Germany)

4:30 PM Prototypical Implementation of an Accessible Vocabulary Trainer (MOBMU-316)

Susanne Knobelsdorf, Berliner Hochschule für Technik (BHT), and Reiner Creutzburg, TH Brandenburg (Germany)

4:50 PM JIST-first: Development and Implementation of an Augmented Reality Thunderstorm Simulation for General Aviation Weather Theory Training (MOBMU-317)

Kexin Wang1, Jack Miller1, Philippe Meister1, Michael C. Dorneich1, Lori Brown22, Geoff Whitehurst2, and Eliot Winer1;

1Iowa State University and 2Western Michigan University (US)


Workshop: Imaging for XR Session: Presentations II

3:30 PM – 5:00 PM / Room: Grand Peninsula D Session Chair: Nicolas Bonnier, Apple (US)

3:30 PM The Time for Immersive 6DoF Content is Now

Victor Lempitsky, Cinemersive Labs (UK)

4:00 PM Shipwreck Imaging for XR Applications

Andrew J. Woods, Curtin Univeristy HIVE (Australia)

4:30 PM Perspective-Correct VR Passthrough

Grace Kuo, Meta Reality Labs (US)


Conferences: Human Vision and Electronic Imaging

Session: Poster Previews

4:50 PM - 5:30 PM / Room: Grand Peninsula A

Session Chairs: Rafal Mantiuk, University of Cambridge (UK), and Damon Chandler, Ritsumeikan University (Japan)

Short talks from the authors of HVEI Interactive Poster Papers:

Perceptual Experiment for Searching the Spatial Frequency Threshold Depending on Pixel Design (HVEI-234)

Dong-yeol Yeom, In-hye Heo, and Yong-woo Yi, Samsung Display (Republic of Korea)

Effect of Brightness and Size on Display Flicker Perception: Comparison with Flicker Indices (HVEI-235)

Hyosun Kim, Eunjung Lee, Youra Kim, Hyungsuk Hwang, Dongyeol Yeom, and Yongjo Kim, Samsung Display (Republic of Korea)

Heaven on Earth Map: “As Above, So Below.” (HVEI-236)

Bradly Couch, independent researcher (US)

User Performance and Quality of Experience for a Remote-controlled Lab-based Moving Platform (HVEI-237)

Kawthar El Ouardi, Shirin Rafiei, Chetna Singal, and Kjell Brunnström, RISE (Sweden)


Workshop: Imaging for XR

Session: Group Discussion— Imaging for XR 2025

5:00 PM - 5:30 PM / Room: Grand Peninsula D Session Chair: Bennett Wilburn, Google (US)


All Conferences

5:30 PM - 7:30 PM / Room: Regency

Interactive Paper Poster Session, Demonstration Session, and Exhibit Happy Hour

POSTERS BY CONFERENCE

Conference: Computational Imaging

Detection of Multiple Fluorescent Dyes Using Liquid Crystal Variable Retarder and Sparse Modeling (COIMG-161) Kazuma Fujiwara1, Takuya Funatomi1, 2, Kazuya Kitano1, Yuki Fujimura1, Yasuhiro Mukaigawa1, and Hiroshi Ochiai3; 1Nara Institute of Science and Technology, 2JST PRESTO, and 3Kyushu University (Japan)

Open Set Domain Adaptation for Image Classification with Multiple Unknown Labels Using Unsupervised Clustering in a Target Domain (COIMG-162)

Daichi Nishihara1, Yoshihiro Midoh1, Youyang Ng2, Osamu Yamane2, Maasa Takahashi2, Shuhei Iijima2, Jun Shiomi1, Goh Itoh2, and Noriyuki Miura1; 1Osaka University and 2Kioxia Corporation (Japan)

Conference: Human Vision and Electronic Imaging

Perceptual Experiment for Searching the Spatial Frequency Threshold Depending on Pixel Design (HVEI-234)

Dongyeol Yeom, Inhye Heo, and Yongwoo Yi, Samsung (Republic of Korea)

Effect of Brightness and Size on Display Flicker Perception: Comparison with Flicker Indices (HVEI-235)

Hyosun Kim, Eunjung Lee, Youra Kim, Hyungsuk Hwang, Dongyeol Yeom, and Yongjo Kim, Samsung Display (Rep. of Korea)

Heaven on Earth Map: “As Above, So Below.” (HVEI-236)

Bradly Couch, Independent Research (US)

User Performance and Quality of Experience for a Remote-controlled Lab-based Moving Platform (HVEI-237)

Kawthar El Ouardi, Shirin Rafiei, Chetna Singal, and Kjell Brunnström, RISE (Sweden)

Conference: Image Processing: Algorithms and Systems

Automatic Reading Order Sequencing: A Novel Reading Order Generator for Text-Based Documents (IPAS-252)

Md. Manzoor Murshed, Steven J. Simske, and Arturo N. Villanueva, Jr., Colorado State University (US)

Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization (IPAS-253)

A. Baradaaji¹, F. Dornaika¹'², and I. Arganda-Carreras¹'²'³'⁴; ¹University of the Basque Country UPV/EHU, ²IKERBASQUE,

Basque Foundation of Science, ³DIPC, and ⁴Biofisika Institute (Spain)

Novel Image Super-Resolution and Denoising Using Implicit Tensor-Product B-Spline (IPAS-254)

János Horváth and Guan-Ming Su, Dolby Laboratories (US)

Scalable and Efficient Orchestration of Machine Learning Workloads on DSPs with Multi-level Memory Architecture

(IPAS-255)

Aaron Sequeira, Febin Sam, Anshu Jain, and Pramod Swami, Texas Instruments (India)

Conference: Imaging and Multimedia Analytics at the Edge

Self-Attention Enhanced Recognition: A Unified Model for Handwriting and Scene-Text Recognition with Improved Inference (IMAGE-241)

Gaurav Patel1, Taewook Kim1, Qian Lin2, Jan P. Allebach1, and Qiang Qiu1; 1Purdue University and 2HP Inc. (US)

Generalizing Handwriting and Scene-Text Detection in Images (IMAGE-242)

Taewook Kim1, Gaurav Patel1, Qian Lin2, Jan P. Allebach1, and Qiang Qiu; 1Purdue University and 2HP Inc. (US)

Neuro-Symbolic Ensembles for Assistance at the Edge (IMAGE-243)

Bob Price, Yan-ming Chiou, Dick Crouch, Michael Youngblood, Jiaying Chen, and Charlie Ortiz, SRI International (US)


Conference: Imaging Sensors and Systems

Magic Lantern as a Platform for Digital Photography Research (ISS-292)

Paul Selegue Eberhart and Henry Dietz, University of Kentucky (US)

Conference: Machine Learning for Scientific Imaging

Segmentation of Starch Granules in Microscopic Images Using a U-Net Model (MLSI-310)

Ye Jin, Pengyuan Cui, and Jinshan Tang, George Mason University (US)

Conference: Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications

AI-based Cybersecurity Management Consulting - A New Disruptive Technology for the Future (MOBMU-325) Klaus Dieter Schwarz and Knud Brandis, EY Cybersecurity and Reiner Creutzburg, TH Brandenburg (Germany) Vulnerability Management Using Open-Source Tools (MOBMU-326)

Navaneeth Shivananjappa, SRH Berlin University of Applied Sciences (Germany), and Reiner Creutzburg, TH Brandenburg (Germany)

Contribution of Machine Learning in the Field of Renewable Energy (MOBMU-327)

Daria Posashkova, Nour Elsayed, Onur Mühurdar, and Klaus Dieter Schwarz, SRH Berlin University of Applied Sciences, and Reiner Creutzburg, TH Brandenburg (Germany)

OSINT-Based Email Investigation (MOBMU-328)

Samrudha Mhatre, Franziska Schwarz, and Klaus Dieter Schwarz, SRH Berlin University of Applied Sciences, and Reiner Creutzburg, TH Brandenburg (Germany)

Conference: Visualization and Data Analysis

Interactive High-dimensional Audiovisual Feature Analysis of Live Song Concert Videos (VDA-363)

Alexandra Diehl, Melike Çiloĝlu, and Renato Pajarola, University of Zurich (Switzerland)

Data Analysis and Visualization of Crime Data (VDA-364)

Sharad Sharma and Sri Chandra Dronavalli, University of North Texas (US)

Meet the Future Posters

Equalization of Appearance Using Individualized Unique Hues (COLOR-168)

Che Shen, Rochester Institute of Technology (US)

Bias Setting Optimizations for Neuromorphic Cameras in Rainy Conditions

Ethan Delany, University of Galway (Ireland)

Sensing the Unseen: Hyperspectral Technology Redefining Material Recognition for On-Car Applications

Jiarong Li, University of Galway (Ireland)


Wednesday January 24, 2024

Conference: Color Imaging: Displaying, Processing, Hardcopy, and Applications

Session: Color Imaging I

8:45 AM - 10:10 AM / Room: Grand Peninsula A Session Chair: John J. McCann, McCann Imaging 8:45 AM Welcome

8:50 AM Experimental Study on Reducing Wavelength Dependency of Spatial Resolution Characteristics of a Digital Camera by MTF Correction (COLOR-163)

Tsubasa Ando, Midori Tanaka, and Takahiko Horiuchi, Chiba University (Japan)

9:10 AM Double Binnable LMS and RGBW Color Filter Arrays (COLOR-164)

Mritunjay Singh and Tripurari Singh, Image Algorithmics (US)

9:30 AM Camera Color Correction Using Splines (COLOR-165)

Joni Mikael Suominen, Axon, and Karen Egiazarian, Tampere University (Finland)

9:50 AM Color Calibration Methods for OLED Displays (COLOR-166)

Maliha Ashraf, Alejandro Sztrajman, Dounia Hammou, and Rafal Mantiuk, University of Cambridge (UK)


Conference: Computational Imaging

Session: Methods in Computational Imaging

9:10 AM – 10:10 AM / Room: Grand Peninsula C

Session Chair: Charles A. Bouman, Purdue University (US)

9:10 AM Leveraging Pixel Value Certainty in Pixel-Shift and Other Multi-Shot Super-Resolution Processing (COIMG-142)

Henry G. Dietz, University of Kentucky (US)

9:30 AM Multimodal Deep Learning Approach for Dynamic Sampling with Automatic Feature Selection in Matrix- Assisted Laser Desorption/Ionization Mass Spectrometry Imaging (COIMG-143)

David Helminiak, Marquette University (US); Tobias Boskamp, Bruker Corporation (Germany); and Dong Hye Ye, Georgia State University (US)

9:50 AM Gradient-Based Image Visualization for Noisy LWIR Image (COIMG-144)

Taichi Nakano, Masayuki Tanaka, and Masatoshi Okutomi, Tokyo Institute of Technology (Japan)


Conference: High Performance Computing for Imaging

Session: High Performance Computing for Imaging Keynote Talk II

8:45 AM – 9:30 AM / Room: Grand Peninsula F

Session Chair: Xiao Wang, Oak Ridge National Laboratory (US)

8:45 AM Welcome

8:50 AM KEYNOTE: Scientific Machine Learning for Computational Wave Imaging Problems: from Carbon Zero Emissions to Breast Cancer Detection (HPCI-192)

Youzuo Lin, Los Alamos National Laboratory (US)


Conference: Human Vision and Electronic Imaging

Session: Perceptual Video Quality

8:45 AM - 10:05 AM / Room: Grand Peninsula D

Session Chairs: Nicko Caluya, Ritsumeikan University (Japan) and Damon Chandler, Ritsumeikan University (Japan)

8:45 AM Welcome

8:50 AM Study on the Relationship Between Quality and Acceptability Annoyance (AccAnn) of UGC Videos (HVEI-216) Pierre David and Pierre Lebreton, CAPACITES SAS (France); Neil Birkbeck, Yilin Wang, and Balu Adsumilli Google (US); and Patrick Le Callet, Nantes Universite (France)

9:10 AM Comparison of Subjective Methodologies for Local Perception of Distortion in Videos and Impact on Objective Metrics Resolving Power (HVEI-217)

Andréas Pastor1, Lukáš Krasula2, Xiaoqing Zhu1, Zhi Li2, and Patrick Le Callet1; 1Nantes Universite (France) and

2Netflix (US)

9:30 AM Advancing Video-Wise Just Noticeable Difference (VW-JND): Innovative Strategies for Dataset Collection, Procedure Optimization, and Comparative Analysis of Video Quality Metrics (HVEI-218)

Jingwen Zhu1, Ali Ak1, Hadi Amirpour2, and Patrick Le Callet1; 1Nantes Université (France) and 2Christian Doppler Laboratory ATHENA (Austria)

9:50 AM Metric Thresholds for Acceptance and Annoyance of User Generated Video Content (HVEI-219)

Ali Ak1, Abhishek Gera2, Denise Noyes2, Francois Blouin2, Hassene Tmar2, Ioannis Katsavounidis2, and Patrick Le Callet1; 1Nantes Universite (France) and 2Meta (US)


Conference: Imaging Sensors and Systems

Session: Image Sensor Design and Analysis

8:45 AM - 10:05 AM / Room: Grand Peninsula B

Session Chair: Hari Tagat, Samsung Semiconductor (US), and Min-Woong Seo, Samsung Electronics (Republic of Korea)

8:45 AM Welcome

8:50 AM Comparison of SFR and Edge Artifacts Between Single Photodiode and Split Photodiode Pixels in HDR Image Sensors (ISS-280)

Xunzhi Li, Bob Gravelle, Rujul Desai, and Radu Ispasoiu, onsemi (US)

9:10 AM Modeling and Reducing Energy Consumption of Computational Image Sensors: A Case Study on Gaze Tracking

(ISS-281)

Yuhao Zhu, University of Rochester (US)

9:30 AM Single Slope Single Ramp Column ADC with Digital CDS for CMOS Image Sensors (ISS-282)

Pedro Nuno T. Santos, Idham Hafizh, Jeffrey Prinzie, Paul Leroux, and Guy Meynants, KU Leuven (Belgium)

9:50 AM Intracell Capacitances in Pixel-Level Hybrid Bond Image Sensor Cells (ISS-283)

Valery Axelrad, SEQUOIA Design Systems, and Ognjen Milic, formerly OMNIVISION (US)


Conference: Mobile Devices and Multimedia: Enabling Technologies, Algorithms & Applications

Session: Multimedia Security

8:45 AM - 10:05 AM / Room: Grand Peninsula G

Session Chairs: Reiner Creutzburg, TH Brandenburg (Germany)

8:45 AM Welcome

8:50 AM OSINT for Critical Infrastructure Protection – Electricity Sector (MOBMU-318)

Mert Ilhan Ecevit, Muhammad Hasban Pervez, Ayhan Gucuyener, and Hasan Dag, Kadir Ha University (Turkey), and Reiner Creutzburg, TH Brandenburg (Germany)

9:10 AM Automated Tools for Cloud Security Testing (MOBMU-319)

Hamid Ghazizadeh and Gerrit Tamm, SRH Berlin University of Applied Sciences, and Reiner Creutzburg, TH Brandenburg (Germany)

9:30 AM Sanitization Tool for Compromised Social Media Account after Recovery and Its Aftermath (MOBMU-320) Hardik Tapara, Kunal Choudhary, Taneesha Tapara, and Parag Shukla, National Forensic Sciences University (India)

9:50 AM Financial Security Management: A Comprehensive Study of Cryptocurrency Forensics (MOBMU-321)

Parth Gandhi, Akanshu Shukla, Sourav Kunal, Ronak Soutariya, and Naveen Chaudhury, National Forensic Sciences University (India)


Conference: Stereoscopic Displays and Applications

Session: Human Factors and 3D Content Solutions

8:45 AM - 10:05 AM / Room: Grand Peninsula E

Session Chair: Takashi Kawai, Waseda University (Japan)

8:45 AM Welcome

8:50 AM The Effect of Stereoscopic Depth Distortion on the Near Oculomotor Response (SDA-349)

Eric Seemiller1, Eleanor O'Keefe2, and Marc Winterbottom1; 1Air Force Research Laboratory and 2KBR (US)

9:10 AM Automatic Stereograph Feature Detection (SDA-350)

Nicholas Routhier, CubicSpace (Canada)

9:30 AM Successful One Man, Low Cost, 3D CGI Feature Film Conversion (SDA-351)

Enrique Criado, 3d Experiences Iberia (Spain)

9:50 AM What Do We Know About Apple's New Spatial Video Format? (SDA-352)

Andrew J. Woods and Michael Wiebrands, Curtin University HIVE (Australia)


Conference: Visualization and Data Analysis

Session: Visualization and Data Analysis Keynote & Multivariate Data

8:45 AM – 9:45 AM / Room: Harbour A

Session Chair: Yi-Jen Chiang, New York University (US)

8:45 AM Welcome

8:50 AM KEYNOTE: Toward the Use of Immersive Technologies for Interactive Visualization (VDA-356)

Thomas Wischgoll Wright State University (US)

9:30 AM JIST-first: Kiviat Defense: An Empirical Evaluation of Visual Encoding Effectiveness in Multivariate Data Similarity Detection (VDA-357)

Mirko Mantovani, Andrew Wentzel, Juan Trelles Trabucco, Joseph Michaelis, and G. Elisabeta Marai, University of Illinois Chicago (US)

Conference: High Performance Computing for Imaging

Session: High Performance Convolutional Neural Network

9:30 AM – 10:10 AM / Room: Grand Peninsula F Session Chair: Yuankai Huo, Vanderbilt University (US)

9:30 AM Automatic Optimization for Fast Convolution for SIMD Architecture (HPCI-193)

Jiang Chen1, Honglin Zhu2, Du Wu3, Wenxi Zhu2, Jintao Meng3, Minwen Deng 2, Peng Chen4, and Yanjie Wei3; 1Southern University of Science and Technology, 2Tencent, 3Shenzhen Institute of Advanced Technology Chinese Academy of Sciences (China); and 4Tokyo Institute of Technology (Japan)

9:50 AM JIST-first: Digital Modeling on Large Kernel Metamaterial Neural Network (HPCI-194)

Quan Liu1, Hanyu Zheng1, Brandon T. Swartz1, Ho Hin Lee1, Zuhayr Asad1, Ivan Kravchenko2, Jason G. Valentine1, and Yuankai Huo1; 1Vanderbilt University and 2Oak Ridge National Laboratory (US)


All Conferences

Coffee Break 10:00–10:40


Conference: Color Imaging: Displaying, Processing, Hardcopy, and Applications

Session: Color Imaging II

10:40 AM - 12:30 PM / Room: Grand Peninsula A Session Chair: John J. McCann, McCann Imaging

10:40 AM Characterisation of Color Enhancing Screen Printing Technique with RGBW Interference Pigments (COLOR- 167)

Alina Pranovich1, Sergiy Valyukh1, Sasan Gooran1, Jeppe Revall Frisvad2, Daniel Nyström1; 1Linköping University (Sweden) and 2Technical University of Denmark (Denmark)

11:00 AM Investigating Consistency of Color Appearance Using Different Reproduction Approaches (COLOR-170)

Apurva Zunjarrao and Elena Fedorovskaya, Rochester Institute of Technology (US)

11:20 AM Equalization of Appearance Using Individualized Unique Hues (COLOR-168)

Che Shen and Mark D. Fairchild, Rochester Institute of Technology (US)

11:40 AM A Method for Estimating Spectral Reflectance from Camera Responses Using Local Optimal Dataset and Neural Network (COLOR-169)

Shoji Tominaga, Norwegian University of Science and Technology (Norway), and; Hideaki Sakai, Kyoto University (Japan)

12:00 PM Group Discussion with Authors


Conference: Computational Imaging

Session: Additive Manufacturing: In- and Ex-Situ Imaging for Monitoring and Non-Destructive Characterization II

10:40 AM - 12:50 PM / Room: Grand Peninsula C

Session Chair: Amir Ziabari, Oak Ridge National Laboratory (US)

10:40 AMCANCELED

11:10 AM Multimodal Registration and Fusion of In Situ and Ex Situ Process Monitoring Data: A Case Study in Laser Powder Bed Fusion (COIMG-138)

Sean P. Donegan and Edwin J. Schwalbach, Air Force Research Lab, and Michael A. Groeber, Ohio State University (US)

11:30 AM Generative Denoising Models for Material Science Applications (COIMG-147)

Patxi Fernandez-Zelaia, Jiahao Cheng, Jason Mayeur, Amir K. Ziabari, Michael M. Kirka, Saket Thapliyal, Rangasayee Kanan, and Peeyush Nandwana, Oak Ridge National Laboratory (US)

11:50 AM On the Development of Acoustic Melt Pool Monitoring Techniques Assisted by High-speed Synchrotron X-rays

(COIMG-148)

David Stobbe1, Nathan Kizer2, Lovejoy Mutswatiwa2, Lauren Katch2, Tao Sun3, Jordan Lum1,, Samuel Clark4, Kamel Fezzaa4, and Chris Kube2; 1Lawrence Livermore National Laboratory, 2Penn State University, 3University of Virginia, and 4Argonne National Laboratory (US)

12:10 PM Classification of Melt Pool Boundaries and Defects through Dual-energy X-ray CT of Crept Additively Manufactured Parts (COIMG-149)

Obaidullah Rahman1, Sumit Bahl1, Curtis Frederick2, Amit Shyam1, Ryan Dehoff1, Alex Plotkowski1, and Amir Koushyar Ziabari1; 1Oak Ridge National Laboratory and 2Carl Zeiss Industrial Metrology (US)

12:30 PM 3D Printing Images Defect Detection and Classification Supported by Generative AI Models (COIMG-368)

Amra Peles, Holden Hyer, Amir Ziabari, Ryan DeHoff, and Vincent Paquit, Oak Ridge National Laboratory (US)


Conference: High Performance Computing for Imaging

Session: High Performance Image Transfer and Preprocessing

10:40 AM – 11:40 AM / Room: Grand Peninsula F

Session Chair: Tekin Bicer, Argonne National Laboratory (US)

10:40 AMFacilitating Efficient Scientific Data Streams through High-End Data Transfer Nodes (HPCI-195)

Tekin Bicer, Argonne National Laboratory (US)

11:00 AM High-performance Data Loader for Large-scale Data Processing (HPCI-196)

Edgar Josafat Martinez-Noriega and Peng Chen, AIST, and Rio Yokota, Tokyo Institute of Technology (Japan)

11:20 AM Asynchronous Tensor Decomposition Applied in High Performance Image Processing (HPCI-197)

Zhen Zhou and Zheng Miao, Hangzhou Dianzi University (China), and Takaaki Miyajima, Meiji University (Japan)


Conferences: Human Vision and Electronic Imaging & Image Quality and System Performance

Joint Session: Visual Quality Across Displays and Viewing Conditions I

10:40 AM - 12:20 PM / Room: Grand Peninsula D

Session Chairs: Rafal Mantiuk, University of Cambridge (UK), and Mylene Farias, Texas State University (US)

10:40 AMKEYNOTE: Quality Assessment in Context: The QoE Way Towards Sustainable Media Consumption (HVEI-220)

Patrick Le Callet, Ecole Polytechnique de L'Université de Nantes (France)

11:20 AM Color Perception-Driven Energy Optimization for Virtual Reality: Displays and Image Encoding (HVEI-221)

Yuhao Zhu, University of Rochester (US)

11:40 AM Study on Effect of Display Layout for Web Conferencing Services on Subjective Evaluation Stability (HVEI-222) Kimiko Kawashima, Yuichiro Urata, Noritsugu Egi, and Kazuhisa Yamagishi, Nippon Telegraph and Telephone Corporation (Japan)

12:00 PM Background- and Ambient-aware Image Visibility Enhancement for Transparent Displays (HVEI-223)

Seungchul Ryu, Hyunjin Yoo, and Tara Akhavan, Faurecia Irystec (Canada)


Conference: Imaging Sensors and Systems

Session: Applications and Processing

10:40 AM - 12:00 PM / Room: Grand Peninsula B

Session Chair: Francisco Imai, Apple, and Sergio Goma, Qualcomm (US)

10:40 AMKEYNOTE: Passing the Visual Turing Test with Holographic Displays (ISS-284)

Grace Kuo, Meta (US)

11:20 AM Adaptive Bit Depth Control for Neural Network Quantization (ISS-285)

Youngil Seo, Dongpan Lim, Jeongguk Lee, and Seongwook Song, Samsung Electronics (Republic of Korea)

11:40 AM Joint Design of Camera Spectral Sensitivity and Color Correction Matrix with Noise Consideration (ISS-286)

Xinyue Yu, Masayuki Tanaka, Yusuke Monno, and Masatoshi Okutomi, Tokyo Institute of Technology (Japan)


Conference: Intelligent Robotics and Industrial Applications Using Computer Vision & Autonomous Vehicles and Machines

Joint Session: Vision Systems for Industrial Applications

10:40 AM - 12:00 PM / Room: Grand Peninsula G

Session Chairs: Kurt Niel, University of Applied Sciences Upper (Austria), and Juha Röning, University of Oulu (Finland)

10:40 AMSynthetic Data Generation for AI-based Machine Vision Applications (IRIACV-276)

Frederik Seiler, Verena Eichinger, and Ira Effenberger, Fraunhofer IPA (Germany)

11:00 AM Unsupervised PCB Anomaly Segmentation with Foundational Models (IRIACV-277)

Chih-Hui Ho1, SungBal Seo2, NaYeon Kim2, Pin-Ying Wu1, and YouSuk Bae2, Nuno Vasconcelos1; 1University of California San Diego (US) and 2Tech University of Korea (Republic of Korea)

11:20 AM Real-time Cattle Intake Monitoring Using Stereo Vision (IRIACV-278)

Prajwal Rao, McKinley N. Flinders, Dennis Buckmaster, Amy R. Reibman, and Jacquelyn P. Boerman, Purdue University (US)

11:40 AM Mobile 3D Mapping of Erdstall Facilities (IRIACV-279)

Raimund Edlinger and Kurt Niel, University of Applied Sciences Upper Austria, and Josef Weichenberger, Erdstallforschung (Austria)


Conference: Stereoscopic Displays and Applications

Session: Discussion Forum: 3D Video Streaming - Solutions and Opportunities

10:40 AM - 11:40 AM / Room: Grand Peninsula E

Session Chair: Andrew J. Woods, Curtin University HIVE (Australia)

10:40 AM SD&A Discussion Forum: 3D Video Streaming—Solutions and Opportunities

Andrew J. Woods, Curtin University HIVE (Australia)


Conferences: Stereoscopic Displays and Applications & Engineering Reality of Virtual Reality

Joint Session: Virtual Reality I

11:40 AM - 12:00 PM / Room: Grand Peninsula E

Session Chairs: Bjorn Sommer, Royal College of Art (UK), and Sharad Sharma, University of North Texas (US)

11:40 AM Comparative Analysis of User Experience in Virtual Reality (VR) and Mixed Reality (MR) Systems Using Eye-Tracking Measurements (SDA-353)

Yoshihiro Banchi, Yusuke Ohira, Mahiro Ito, and Takashi Kawai, Waseda University (Japan)

12:00 PM Virtual Reality (VR) Space for Radiation Oncology Education and Collaborative Learning (SDA-354)

Kulbir Singh Sandhu and Marie Vans, Colorado State University (US)


Conference: Visualization and Data Analysis

Session: Machine Learning

10:40 AM - 11:40 AM / Room: Harbour A

Session Chair: Yi-Jen Chiang, New York University (US)

10:40 AM One Model that Fits Them All: Psychometrics with Generalized Linear Mixed Effects Models (VDA-358) Wangqian Ju1, Susan R. Vanderplas2, and Heike Hofmann1; 1Iowa State University and 2University of Nebraska- Lincoln (US)

11:00 AM Creating Visual Persona Profiles in Telegram Using NLP (VDA-359)

Jeong-Eun Choi, Martin Steinebach, and Karla Schäfer, Fraunhofer SIT - ATHENE (Germany)

11:20 AM Evaluating the Recommendations of LLMs to Teach a Visualization Technique Using Bloom's Taxonomy (VDA- 360)

Alark Joshi and Chandana Srinivas, University of San Francisco (US); Elif E. Firat, Cukurova University (Turkey); and Robert S. Laramee, University of Nottingham (UK)


Conference: Visualization and Data Analysis

Session: Information Visualization

11:40 AM - 12:20 PM / Room: Harbour A

Session Chair: Thomas Wischgoll, Wright State University (US)

11:20 AM Interactive Media Planning Data Visualization (VDA-361)

Marina Ljubojevic and Mihai Mitrea, Institut Mines-Telecom (France)

12:00 PM RAIV: Researchable Archives for Interactive Visualizations (VDA-362)

Hunter Price1, John Duggan1, Robert Sisneros2, Tanner Hobson1, James Hammer1, James Osborne1, and Jian Huang1;

1University of Tennessee and 2University of Illinois (US)


All Conferences

Lunch on Own


All Conferences

2:00 PM - 3:00 PM / Room: Grand Peninsula D

PLENARY: Imaging the Universe: NASA Space Telescopes from James Webb to Nancy Grace Roman and Beyond

Joseph M. Howard, optical designer, NASA (US)


All Conferences

Coffee Break 3:00–3:30


Conference: Color Imaging: Displaying, Processing, Hardcopy, and Applications

Session: Color Imaging III

3:30 PM - 5:00 PM / Room: Grand Peninsula A Session Chair: John J. McCann, McCann Imaging

3:30 PM JIST-first: Spectral Estimation: Its Behaviour as a SAT and Implementation in Colour Management (COLOR-173)

Tanzima Habib, Phil Green, and Peter Nussbaum, Norwegian University of Science and Technology (Norway)

3:50 PM JIST-first: Spatio-Temporal Retinex-Inspired Envelopes with Anisotropic Diffusion (COLOR-172)

Peter Sagvold, Ivar Farup, and Marius Pedersen, Norwegian University of Science and Technology (Norway)

4:10 PM Visual Assimilation Illusions: Perceptions or Optics? (COLOR-171)

John J. McCann, McCann Imaging (US)

4:30 PM Group Discussion with Authors


Conference: Computational Imaging

Session: Imaging at the Edge

3:30 PM - 5:30 PM / Room: Grand Peninsula C

Session Chairs: Mel White, Rice University (US), and Stanley H. Chan, Purdue University (US)

3:30 PM JIST-first: Computational Image Formation: Simulators in the Deep Learning Era (COIMG-150)

Stanley H. Chan, Purdue University (US)

3:50 PM Mobile Aware Computational Imaging (COIMG-155)

Jing Li, Samsung (Republic of Korea)

4:10 PM PSF Engineering for Edge Sensing (COIMG-152)

Nicholas Antipa, University of California San Diego (US)

4:30 PM Reconstruction of Phase and Temperature Maps from Energy-resolved Neutron Imaging (COIMG-153)

Anton S. Tremsin, Space Sciences Laboratory (US); Adrian Losko, Forschungs-Neutronenquelle Heinz Maier-Leibnitz (Germany); Sven Vogel, Los Alamos National Laboratory (US); Winfried Kockelmann and Daniel Pooley, STFC (UK); and Takenao Shionhara and Kenichi Oikawa, Japan Atomic Energy Agency (Japan)

4:50 PM Bio-Inspired Methods for Efficient Visual Sensing (COIMG-154)

Emma Alexander, Northwestern University (US)

5:10 PM Beyond RISC - Next-generation Compute Architecture for Computational Imaging (COIMG-151)

Sergio Goma, Qualcomm (US)


Conferences: Human Vision and Electronic Imaging & Image Quality and System Performance

Joint Session: Visual Quality Across Displays and Viewing Conditions II

3:30 PM – 4:50 PM / Room: Grand Peninsula D

Session Chairs: Scott Daly, Dolby (US), and Chaker Larabi, University of Poitiers (France)

3:30 PM Evaluation of Subjective Video Quality of Television Displays (IQSP-268)

Eddie Pei1, Hosub Lee2, Elena Fedorovskaya1, and Susan Farnand1; 1Rochester Institute of Technology and 2Samsung Research America (US)

3:50 PM Quantified Impact of Key System Parameters on the Diffraction Quality in Displays (IQSP-269)

Soyoung Kwon, Wooyoung Cheon, and Sumi Lee, Samsung (Republic of Korea)

4:10 PM Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays (HVEI-224) Andrei Chubarau1, Hyunjin Yoo2, Tara Akhavan2, and James Clark1; 1McGill University and 2Faurecia IRYStec (Canada)

4:30 PM Image Quality Assessment across Viewing Distances: A Comparison Study of CSF-based and Rescaling-based Metrics (HVEI-225)

Dounia Hammou1, Lukáš Krasula2, Christos G. Bampis2, Zhi Li2, and 1Rafal Mantiuk; 1University of Cambridge (UK) and 2 Netflix (US)


Conference: Imaging Sensors and Systems

Session: Quanta, Event, and Time of Flight Sensors

3:30 PM – 4:50 PM / Room: Grand Peninsula B

Session Chair: Radka Tezaur, Intel Corporation (US), and Min-Woong Seo, Samsung Electronics (Republic of Korea)

3:30 PM Simulation of Indirect Time of Flight Pixel Using High-frequency Operation Low-voltage Trench Gates (ISS-287) Bruno Henrique Lopes, Pascal Fontenau, Boris Rodrigues Goncalves, Matteo Vignetti, Gabriel Mugny, STMicroelectronics, and Maryline Bawedin and Anne Kaminski, University of Grenoble Alpes (France)

3:50 PM A Dynamic-Range Extension Technique with Linear-Logarithmic Response for Short-Pulse Time-of-Flight Image Sensors (ISS-288)

Tomohiro Okuyama, Keita Yasutomi, Keiichiro Kagawa, and Shoji Kawahito, Shizuoka University (Japan)

4:10 PM Joint Parameter Estimation for Event-based Vision Sensor Characterization (ISS-289)

Xiaozheng Mou1, Rui Jiang2, Wei Zhang1, Menghan Guo1, Bo Mu3, and Andreas Suess3; 1OMNIVISION (China),

2OMNIVISION (Singapore), and 3OMNIVISION (US)

4:30 PM Dynamic Low Bit-Depth Quanta Video Imaging with Recurrent Restoration (ISS-290)

Prateek Chennuri1, Yiheng Chi1, Enze Jiang1, Dilshan Godaliyadda2, Abhiram Gnanasambandam2, Istvan Gyongy3, and Stanley H. Chan1; 1Purdue University (US), 2Samsung Research America (US), and 3The University of Edinburgh (Scotland)


Conference: Mobile Devices and Multimedia: Enabling Technologies, Algorithms & Applications

Session: Machine Learning and AI

3:30 PM - 4:10 PM / Room: Grand Peninsula G

Session Chair: Reiner Creutzburg, TH Brandenburg (Germany)

3:30 PM Automatic Deep Neural Network Model Surgery for Embedded Devices (MOBMU-322)

Parakh Agarwal1, Kunal Patel1, Manu Mathew1, Arthur Redfern2, Debapriya Maji1, Kumar Dessapan1, Pramod Swami1, and Do-Kyoung Kwon2; 1Texas Instruments (India) and 2 Texas Instruments (US)

3:50 PM Probabilistic Time Series Forecasting with Transformer Models (MOBMU-323)

Maximilian A.F. Bornstädt and Klaus Dieter Schwarz, SRH Berlin University of Applied Sciences, and Reiner Creutzburg, TH Brandenburg (Germany)


Conferences: Stereoscopic Displays and Applications & Engineering Reality of Virtual Reality

Joint Session: Virtual Reality II

3:30 PM – 4:50 PM / Room: Grand Peninsula E

Session Chair: Sharad Sharma, University of North Texas (US)

3:30 PM VR Visualization of Avian-Human Perspectives for Co-Design Practices supporting Empathy Building and Perspective Shifts (SDA-355)

Tori Simpson1, Harry Hosker1, Tokushu Inamura2, Melanie Sarantou2, Yasuyuki Hirai2, and Bjorn Sommer1; 1Royal College of Art (UK) and 2Kyushu University (Japan)

3:50 PM JIST-first: Spatial Analysis and Visual Communication of Emergency Information through Augmented Reality

(ERVR-180)

Sharad Sharma and Rishitha Reddy Pesaladinne, University of North Texas (US)

4:10 PM Real-time Stereoscopic Image-parallel Path Tracing (ERVR-181)

Erwan Leria, Markku Mäkitalo, and Pekka Jääskeläinen, Tampere University (Finland)

4:30 PM Interactive Aviation Maintenance Classroom (ERVR-182)

L. Taylor Starr, Kelvin Shorts, and Marie Vans, Colorado State University (US)

Conference: High Performance Computing for Imaging

Session: High Performance Vision Transformer

3:30 PM – 4:10 PM / Room: Grand Peninsula F

Session Chair: Xiao Wang, Oak Ridge National Laboratory (US)

3:30 PM Rapid and Scalable Training for Ultra-Long Sequence Vision Transformer for Imaging Applications (HPCI-198)

Xiao Wang, Oak Ridge National Laboratory (US)

3:50 PM Efficient Distributed Sequence Parallelism for Transformer-based Image Segmentation (HPCI-199)

Isaac Lyngaas1, Murali Gopalakrishnan Meena1, Evan Calabrese1, Mohamed Wahib2, and Peng Chen3, Jun Igarashi4, and Xiao Wang1; 1Oak Ridge National Laboratory (US), 2Duke University (US), 3 RIKEN Center for Computational Science (Japan), and 4AIST (Japan)


Conference: Computational Imaging

Session: Panel Discussion: The Future of Computational Imaging

5:40 PM – 7:10 PM / Room: Grand Peninsula C Moderator: Charles A. Bouman, Purdue University (US)


PANELISTS:

Emma Alexander, Northwestern University Sergio Goma, QualComm Stanley H. Chan, Purdue University David Stork, Stanford University

Dilshan Godaliyadda, Samsung Anton Tremsin, UC Berkeley Space Science Laboratory


Thursday January 25, 2024

Conference: Computational Imaging

Session: Implicit Neural Representations for Inverse Imaging

9:20 AM - 10:20 AM / Room: Grand Peninsula C

Session Chairs: K. Aditya Mohan and Hyojin Kim, Lawrence Livermore National Laboratory (US)

9:20 AM Accurate Efficient Multispectral Spatiotemporal Image Reconstruction Using Neural Field Representations

(COIMG-156)

Luke Lozenski1, Alia Khaled2, Mark Anastasio3, Mark Pagel2, and Umberto Villa4; 1Washington University in St Louis, 2Anderson Cancer Center (US); 3University of Illinois at Urbana-Champaign, and 4The University of Texas at Austin (US)

9:40 AM Neural Deconvolution and Rendering for Synthetic Aperture Sonar (COIMG-157)

Suren Jayasuriya, Arizona State University (US)

10:00 AM Implicit Neural Representation for Tomographic Imaging (COIMG-158)

Yu Sun, California Institute of Technology (US)


Conference: Human Vision and Electronic Imaging

Session: Visual Perception of Quality

9:00 AM - 10:20 AM / Room: Grand Peninsula A

Session Chairs: Rafal Mantiuk, University of Cambridge (UK), and Damon Chandler, Ritsumeikan University (Japan)

9:00 AM KEYNOTE: From Neurons to Pixels, to Neurons Again (HVEI-226)

Anjul Patney, NVIDIA (US)

9:40 AM Focal Talk: Comprehensive Insights into Psychological Image Quality: Addressing Ecological Validity and Emotional Content (HVEI-227)

Mikolaj Leszczuk, Lucjan Janowski, and Kamil Koniuch, AGH University of Krakow (Poland)

10:00 AMOne Number to Describe Them All (HVEI-228)

Lucjan Janowski, Natalia Cieplińska, and Bogdan Ćmiel, AGH University of Krakow (Poland)


Conference: Image Quality and System Performance

Session: System Performance

9:20 AM - 10:20 AM / Room: Grand Peninsula B Session Chair: Peter Burns, Burns Digital Imaging (US)

9:20 AM Lens Flare Measurement for RGB Black-box Camera (IQSP-270)

Laurent Chanas, DXOMARK Image Labs (France)

9:40 AM Recommendations for the Detection and Analysis of the ISO 12233:2023 e-SFR Slanted Star (IQSP-271)

Sarah Rose Kerr, Imatest (US)

10:00 AMAdvancing Hyperspectral Imaging Endoscopes (HySE): A Comprehensive Performance Evaluation Approach

(IQSP-272)

Siavash Mazdeyasna1, Silas Leavesley2, Joshua Pfefer1, Andrew Fales1, and Quanzeng1; 1Food and Drug Administration and 2University of South Alabama (US)

All Conferences

Coffee Break 10:20–10:40

Conference: Computational Imaging

Session: Implicit Neural Representations for Inverse Imaging continued

10:40 AM - 11:20 AM / Room: Grand Peninsula C

Session Chair: K. Aditya Mohan, Lawrence Livermore National Laboratory (US)

10:40 AMImplicit Representation for Motion-Resolved Computed Tomography (COIMG-159)

Kunal Gupta, Brendan Colvert, Zhennong Chen, Srirangan Madhavan, and Francisco Contijoch, University of California San Diego (US)

11:00 AM Maximum Likelihood-based Phase-Retrieval Using Fresnel Propagation Forward Models with Optional Constraints (COIMG-160)

K. Aditya Mohan, Jean-Baptiste Forien, Venkatesh Sridhar, and Jefferson Cuadra, Lawrence Livermore National Laboratory, and Dilworth Parkinson Lawrence Berkeley National Laboratory (US)


Conference: Human Vision and Electronic Imaging

Session: Vision and Imaging

10:40 AM - 12:20 PM / Room: Grand Peninsula A

Session Chairs: Rafal Mantiuk, University of Cambridge (UK), and Damon Chandler, Ritsumeikan University (Japan)

10:40 AMAesthetics and Entropy. IV. Image Composition and Content (HVEI-229)

Melville R.V. Sahyun, consultant and photographer (US)

11:00 AM Analysis of User Preferences for Film Grain Noise in Images and Video Sequences (HVEI-230)

Xinyi Guo, Zhaojie Li, Daizong Tian, Kaixuan Zhang, and Thrasyvoulos N. Pappas, Northwestern University (US)

11:20 AM JPI-first: Mid-level Characteristics of Drawings Made by Observers with Aphantasia (HVEI-231)

Benjamin Balas, North Dakota State University (US)

11:40 AM Towards Enhancing Ecological Validity in QoE User Studies (HVEI-232)

Sruti Subramanian and Katrien De Moor, NTNU (Norway); Markus Fiedler. BTH (Sweden); and Kamil Koniuch and Lucjan Janowski, AGH (Sweden)

12:00 PM How AI Image Synthesis Changes the Role of Vision Science in Imaging Applications (HVEI-233)

Scott Daly, Dolby Laboratories (US)


Conference: Image Quality and System Performance

Session: High Dynamic Range Evaluation

10:40 AM - 11:40 PM / Room: Grand Peninsula B Session Chair: Nicolas Bonnier, Apple (US)

10:40 AM Luminance and Color Accuracy of Prosumer and Mobile Phone Cameras for High Dynamic Range Imaging in Cultural Heritage Documentation (IQSP-273)

Leah Humenuck and Mekides Assefa Abebe, Rochester Institute of Technology (US)

11:00 AM Assessment of Dynamic Range and Noise in a Natural-scene Image (IQSP-274)

Seungwan Jeon, En-Ji Young, DongOh Kim, DongYoung Song, KiChul Park, Sung-Su Kim, and Yitae Kim, Samsung Electronics (Republic of Korea)

11:20 AM Objective Color Characterization of HDR Videos Captured by Smartphones: Laboratory Setups and Analysis Framework (IQSP-275)

Anna Tigranyan, Paul Mathieu, Corentin Nannini, François-Xavier Thomas, Mauro Patti, and Frederic Guichard, DXOMARK Image Labs (France)