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- ICCP 2024 proceedings (PDF, papers only)
- ICCP 2024 proceedings (ZIP, papers and supplementary material)
- ICCP 2024 Program
Conference Program
| Monday, July 22nd | |
|---|---|
| 08:00 | Welcome coffee / registrations Location: SG 1 |
| 09:00 | Opening Remarks: Sabine Süsstrunk (EPFL) Location: SG 1 |
| 09:30 | Keynote: Davide Scaramuzza Title: Event Cameras, a New Way of Sensing Location: SG 1 |
| 10:30 | Coffee break Location: SG 0 |
| 11:00 | Invited Talk: Multimodal Foundation Models, Amir Zamir (11:00) Location: SG 1 |
| 11:30 | Session A: Neural Implicit / Radiance Fields Location: SG 1 (11-min talks + 4-min Q&A) 1) NeMF: Neural Microphysics Fields. Inbal Kom Betzer (Technion)*; Roi Ronen (Technion); Vadim Holodovsky (Technion); Schechner Yoav (Technion); Ilan Koren (Weizmann Inst. of Science) 2) ThermalNeRF: Thermal Radiance Fields. Yvette Y Lin (Stanford University)*; Xin-Yi Pan (Stanford University); Sara Fridovich-Keil (Stanford University); Gordon Wetzstein (Stanford University) 3) DRAGON: Drone and Ground Gaussian Splatting for 3D Building Reconstruction. Yujin Ham (Rice University); Mateusz Michalkiewicz (University of Queensland); Guha Balakrishnan (Rice University)* 4) Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion. Ziyuan Qu (Dartmouth College)*; Omkar Shailendra Vengurlekar (Arizona State University); Mohamad Qadri (Carnegie Mellon University); Kevin Zhang (University of Maryland, College Park); Michael Kaess (Carnegie Mellon University); christopher metzler (University of Maryland College Park); Suren Jayasuriya (Arizona State University); Adithya Pediredla (Dartmouth College) |
| 12:30 | Lunch; Affinity Group Meetings Location: SG 0 |
| 14:00 | Invited Talk: Nature-inspired Full-Stokes Polarimetric Camera, Luat Vuong Location: SG 1 |
| 14:30 | Session B: Computational Cameras Location: SG 1 (11-min talks + 4-min Q&A) 1) Learned B-Spline Parametrization of Lattice Focal Coding for Monocular RGBD Imaging. Jiaqi Guo (Tongji University); Yujie Xing (Tongji University); HADI AMATA (KAUST); Qiang Fu (KAUST); Zhanshan Wang (Tongji University); Xinbin Cheng (Tongji University); Xiong Dun (Tongji University)* 2) Task Driven Sensor Layouts – Joint Optimization of Pixel Layout and Network Parameters. Hendrik Sommerhoff (University of Siegen)*; Shashank Agnihotri (University of Siegen); Mohamed Emam Saleh (University of Siegen); Michael Moeller (University of Siegen); Margret Keuper (University of Siegen, Max Planck Institute for Informatics); Bhaskar, Choubey (University of Siegen); Andreas Kolb (University of Siegen) 3) Stereo-Knowledge Distillation from dpMV to Dual Pixels for Light Field Video Reconstruction. Aryan Garg (IIT Madras)*; Raghav Mallampalli (Microsoft India Pvt. Ltd.); Akshat Joshi (IIT Madras); Shrisudhan Govindarajan (Simon Fraser University); Kaushik Mitra (IIT Madras) |
| 15:15 | Invited Talk: Reverse-Engineering Evolved Camera, Emma Alexander Location: SG 1 |
| 15:45 | Spotlight Session A Location: SG 1 |
| 16:00 | Coffee break Location: SG 0 |
| 16:30 | Poster and demo Session A Location: SG 2 |
| 18:00 | Outreach Location: SG 2 |
| 18:30 | Community Drink Location: SG 0 |
| Tuesday, July 23rd | |
|---|---|
| 09:00 | Keynote :Jannick Rolland Title: Augmented and Virtual Reality: Shaping Tomorrow’s World Location: SG 1 |
| 10:00 | Coffee break Location: SG 0 |
| 10:30 | Invited Talk: AI-Enhanced Volumetric Optical Microscopy for Faster Imaging in Living Tissues, Fei Xia Location: SG 1 |
| 11:00 | Session C: 3D Location: SG 1 (11-min talks + 4-min Q&A) 1) HOLI-1-to-3: Transient-Enhanced Holistic Image-to-3D Generation. Siyuan Shen (ShanghaiTech University)*; Suan Xia (ShanghaiTech University); Xingyue Peng (ShanghaiTech University); Ziyu Wang (ShanghaiTech University); Yingsheng Zhu (ShanghaiTech University); Shiying Li (ShanghaiTech University); Jingyi Yu (Shanghai Tech University) 2) Handheld Mapping of Specular Surfaces using Consumer-Grade Flash LiDAR. Tsung-Han Lin (Massachusetts Institute of Technology)*; Connor A Henley (Massachusetts Institute of Technology); Siddharth Somasundaram (MIT); Akshat Dave (MIT Media Lab ); Moshe Laifenfeld (Apple); Ramesh Raskar (MIT) 3) Textureless Deformable Object Tracking with Invisible Markers. Xinyuan Li (Tencent USA); Yu Guo (George Mason University); Yu Ji (LightThought)*; Yubei Tu (George Mason University); Yanchen Liu (Columbia University); Jinwei Ye (George Mason University); Changxi Zheng (Columbia University) 4) Deep Phase Coded Image Prior. Nimrod Shabtay (Tel Aviv University )*; Eli Schwartz (Tel Aviv University); Raja Giryes (Tel Aviv University) |
| 12:00 | Invited Talk: Computational Light-Field Imaging for Mesoscale Intravital Microscopy, Jiamin Wu Location: SG 1 |
| 12:30 | Lunch; Industry Consortium lunch Location: SG 0 |
| 14:00 | Invited Talk: 7 Foundational Principles to Learn Representations, Alexandre Alahi Location: SG 1 |
| 14:30 | Session D: Reflectance and Fluorescence Location: SG 1 (11-min talks + 4-min Q&A) 1) Test-time Training for Hyperspectral Image Super-resolution. Ke Li (ETH Zurich); Dengxin Dai (Huawei Zurich)*; Luc Van Gool (ETH Zurich) 2) Scanning Iridescent Reflectance. Michael De Zeeuw (Carnegie Mellon University)*; Aswin Sankaranarayanan (Carnegie Mellon University) 3) Efficient Time Sampling Strategy for Transient Absorption Spectroscopy. Juhyeon Kim (Dartmouth College)*; Joshua Multhaup (Dartmouth College); Mahima Sneha (Dartmouth College); Adithya Pediredla (Dartmouth College) 4) End-to-end Fluorescence Lifetime Imaging with optimized encoding and exposure allocation. Ziyi Fuo (Nanjing University)*; Jiaqu Li (Nanjing University); Kanghui Wang (Nanjing University); Tao Yue (Nanjing University); Xuemei Hu (Nanjing University) |
| 15:30 | Spotlight Session B Location: SG 1 |
| 15:40 | Coffee Break Location: SG 0 |
| 16:00 | Poster and demo Session B Location: SG 2 |
| 18:00 | Open visit of the Olympic Museum (19:00) Drink on the terrace of the Olympic Museum |
| 20:00 | Reception at the Olympic Museum restaurant |
| Wednesday, July 24th | |
|---|---|
| 09:00 | Keynote: Sylvain Gigan Title: Imaging with scattered light: wavefront shaping for fluorescence imaging in complex media Location: SG 1 |
| 10:00 | Coffee Break Location: SG 0 |
| 10:30 | Invited Talk: Computational Imaging across the Scales, Ivo Ihrke Location: SG 1 |
| 11:00 | Session E: Simulation & Learning Models Location: SG 1 (11-min talks + 4-min Q&A) 1) Monte Carlo Path Tracing and Statistical Event Detection for Event Camera Simulation. Yuichiro Manabe (Chiba University)*; Tatsuya Yatagawa (Hitotsubashi University); Shigeo Morishima (Waseda Research Institute for Science and Engineering); Hiroyuki Kubo (Chiba University) 2) High-performance real-world optical computing trained by in situ gradient-based model-free optimization. Guangyuan Zhao (CUHK)*; Xin Shu (the Chinese University of Hong Kong); Renjie Zhou (The Chinese University of Hong Kong) 3) Deepmarking: Leveraging Adversarial Noise for Membership Inference Attacks. Malthe A. L. Jelstrup (Technical University of Denmark)*; Siavash Arjomand Bigdeli (DTU) |
| 11:45 | Invited Talk: Nothing Lasts Forever: Harnessing Ephemeral Signals for Dynamic Perception, Mark Sheinin Location: SG 1 |
| 12:15 | Closing remarks & Award ceremony Location: SG 1 |
| 12:45 | Lunch / Committee Lunch / End of the Conference Location: SG 0 |
Posters and demos
- Spotlight posters are highlighted in red.
- Posters with demos are indexed by D#
- Paper posters are indexed by P#
DAY 1
| Paper ID# | Title | Authors |
|---|---|---|
| 1 | Doppler Time-of-Flight Rendering | Juhyeon Kim, Wojciech Jarosz, Ioannis Gkioulekas, Adithya Pediredla |
| 2 | Spatially Varying Nanophotonic Neural Networks | Kaixuan Wei, Xiao Li, Johannes Froech, Praneeth Chakravarthula, James Whitehead, Ethan Tseng, Arka Majumdar, Felix Heide |
| 3 | Charge-domain time-compressive CMOS image sensors for pseudo-direct LiDAR | Keiichiro Kagawa, Daisuke Hayashi, De Xing Lioe, Keita Yasutomi, Shoji Kawahito, Michitaka Yoshida, Hajime Nagahara |
| 4 | Single-shot efficient depth imaging based on time-compressive CMOS image sensor | Michitaka Yoshida, Daisuke Hayashi, Lioe De Xing, Keita Yasutomi, Shoji Kawahito, Keiichiro Kagawa, Hajime Nagahara |
| 5 | Neural Lithography: Close the Design-to-Manufacturing Gap in Computational Optics with a ‘Real2Sim’ Learned Photolithography Simulator | Cheng Zheng, Guangyuan Zhao, Peter T. C. So |
| 6 | Limitations of Hyperspectral Imaging from RGB Images: A Data Perspective | Qiang Fu, Matheus Souza, Eunsue Choi, Suhyun Shin, Seung-Hwan Baek and Wolfgang Heidrich |
| 7 | Seeing Around Corners using a Two-Edge Occluder | Robinson Czajkowski, John Murray-Bruce |
| 8 | RePro LFM: Adaptable and Reprogrammable Lightfield Microscope | Hamidreza Hasani Balyani, Oliver Cossairt, Jipeng Sun, Shuyu Iris Zhu, Qiangzhou Rong, Florian Willomitzer, Geoffrey Goodhill |
| 9 | Leveraging Vignetting in Fourier Ptychographic Microscopy | John Meshreki, Syed Muhammad Kazim, Jan Philipp Schneider, Michael Moeller, Ivo Ihrke |
| 10 | Bridging the gap between synthetic and natural images to learn image restoration | Raphael Achddou, Yann Gousseau, Saïd Ladjal, Sabine Süsstrunk |
| 11 | Objects as volumes: A stochastic geometry view of opaque solids | Bailey Miller, Hanyu Chen, Alice Lai, Ioannis Gkioulekas |
| 12 | Walkin’ Robin: Walk on Stars with Robin Boundary Conditions | Bailey Miller, Rohan Sawhney, Keenan Crane, Ioannis Gkioulekas |
| 13 | Aperture-aware lens design | Arjun Teh, Ioannis Gkioulekas, Matthew O’Toole |
| 14 | Comparative Performance Analysis of Multi-level Diffractive Lens and Lens Fabricated by Grayscale Lithography and Soft-imprinting | Hadi Amata, Qiang Fu, and Wolfgang Heidrich |
| 15 | Dynamical System Regularized Object Positioning from Noisy Diffraction Measurements | Yaocheng Tian, Difei Zhang, George Barbastathis, Boyu Zhang, Horacio D. Espinosa, Chris Jacobsen, Zirui Guo, Hanfei Yan |
| 16 | Blind Time-of-Flight Imaging | Ruiming Guo and Ayush Bhandari |
| 17 | Non-line-of-sight imaging in the Short-Wave Infrared | Guillermo Enguita, Diego Royo, Frank Christnacher, Stephane Schertzer, Martin Laurenzis, Diego Gutierrez, Albert Redo-Sanchez |
| 18 | Towards Imaging in a Latent Space | Matheus Souza, Yidan Zheng, Kaizhang Kang, Yogeshwar Nath Mishra, Qiang Fu, Wolfgang Heidrich |
| 19 | Lensless Particle Image Velocimetry | Jenna Eppink, Chung-sheng Yao |
| 20 | NEMTO: Neural Environment Matting for Novel View and Relighting Synthesis of Transparent Objects | Dongqing Wang, Tong Zhang, Sabine Süsstrunk |
| 21 | InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields | Dongqing Wang, Tong Zhang, Alaa Abboud, Sabine Süsstrunk |
| 22 | Pushing the boundaries of event subsampling in event-based video classification using CNNs | Hesam Araghi, Jan van Gemert, and Nergis Tomen |
| D1 | A True Panoramic Camera (TPC) for Smartphone Applications | Jian Ma, Shenge Wang, Yunwen Li, Adrian Giura, Chris Miclea, and Sergio Goma |
| D2 | Two-photon synthetic aperture microscopy for minimally invasive fast 3D imaging of native subcellular behaviors in deep tissue | Zhifeng Zhao, Zhi Lu, Jiamin Wu, Qionghai Dai |
| D3 | An integrated imaging sensor for aberration-corrected 3D photography | Yuduo Guo, Sen Wan, Lu Fang, Jiamin Wu, Qionghai Dai |
| D4 | Virtual-scanning light-field microscopy for robust snapshot high-resolution volumetric imaging | Zhi Lu, Jiamin Wu, Qionghai Dai |
| D5 | LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi | Eric Bezzam, Martin Vetterli |
| P1 | High-performance real-world optical computing trained by in situ gradient-based model-free optimization. | Guangyuan Zhao (CUHK)*; Xin Shu (the Chinese University of Hong Kong); Renjie Zhou (The Chinese University of Hong Kong) |
| P2 | Monte Carlo Path Tracing and Statistical Event Detection for Event Camera Simulation | Yuichiro Manabe (Chiba University)*; Tatsuya Yatagawa (Hitotsubashi University); Shigeo Morishima (Waseda Research Institute for Science and Engineering); Hiroyuki Kubo (Chiba University) |
| P3 | ThermalNeRF: Thermal Radiance Fields | Yvette Y Lin (Stanford University)*; Xin-Yi Pan (Stanford University); Sara Fridovich-Keil (Stanford University); Gordon Wetzstein (Stanford University) |
| P4 | Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar Fusion | Ziyuan Qu (Dartmouth College)*; Omkar Shailendra Vengurlekar (Arizona State University); Mohamad Qadri (Carnegie Mellon University); Kevin Zhang (University of Maryland, College Park); Michael Kaess (Carnegie Mellon University); christopher metzler (University of Maryland College Park); Suren Jayasuriya (Arizona State University); Adithya Pediredla (Dartmouth College) |
| P5 | Learned B-Spline Parametrization of Lattice Focal Coding for Monocular RGBD Imaging. | Jiaqi Guo (Tongji University); Yujie Xing (Tongji University); HADI AMATA (KAUST); Qiang Fu (KAUST); Zhanshan Wang (Tongji University); Xinbin Cheng (Tongji University); Xiong Dun (Tongji University)* |
DAY 2
| Paper ID# | Title | Authors |
|---|---|---|
| 23 | Mitransient: Transient light transport in Mitsuba 3 | Diego Royo*, Miguel Crespo*, Jorge García-Pueyo |
| 24 | Space-time Fourier Ptychography for in vivo Quantitative Phase Imaging | Ming Sun, Kunyi Wang, Yogeshwar Nath Mishra, Simeng Qiu, Wolfgang Heidrich |
| 25 | Snapshot Lidar: Fourier embedding of amplitude and phase for single-image depth reconstruction | Sarah Friday, Yunzi Shi, Yaswanth Kumar Cherivirala, Vishwanath Saragadam, Adithya Pediredla |
| 26 | Controlling Style in Diffusion Models through the Noise | Martin Nicolas Everaert, Sabine Süsstrunk, Radhakrishna Achanta |
| 27 | Learned, Uncertainty-driven Adaptive Acquisition for Photon-Efficient Scanning Microscopy | Cassandra Tong Ye, Jiashu Han, Kunzan Liu, Anastasios Angelopoulos, Linda Griffith, Kristina Monakhova, Sixian You |
| 28 | Continuous Cost Aggregation for Dual-Pixel Disparity Extraction | Sagi Monin, Sagi Katz, and Georgios Evangelidis |
| 29 | Mitigating Motion Blur in Neural Radiance Fields with Events and Frames | Marco Cannici, Davide Scaramuzza |
| 30 | FoveaSPAD: Exploiting Depth Priors for Adaptive and Efficient Single-Photon 3D Imaging | Justin Folden, Atul Ingel, Sanjeev J. Koppal |
| 31 | Noise Synthesis for Low-Light Image Denoising with Diffusion Models | Liying Lu, Raphaël Achddou, Sabine Süsstrunk |
| 32 | Astronomical Image Deconvolution: from CNNs to Transformers | Utsav Akhaury, Pascale Jablonka, Jean-Luc Starck, Frédéric Courbin |
| 33 | Texture Synthesis using Neural Cellular Automata | Ehsan Pajouheshgar, Yitao Xu |
| 34 | Thin On-Sensor Nanophotonic Array Cameras | Praneeth Chakravarthula, Jipeng Sun, Xiao Li, Chenyang Lei, Gene Chou, Mario Bijelic, Johannes Froech, Arka Majumdar, Felix Heide |
| 35 | Recovering a Molecule’s 3D Dynamics from Liquid-phase Electron Microscopy Movies | Enze Ye, Yuhang Wang, Hong Zhang, Yiqin Gao, Huan Wang, He Sun |
| 36 | Event Cameras Meet SPADs for High-Speed, Low-Bandwidth Imaging | Manasi Muglikar, Siddharth Somasundaram, Akshat Dave, Edoardo Charbon, Ramesh Raskar, Davide Scaramuzza |
| 37 | Seeing behind Dynamic Occlusion with Event Camera | Manasi Muglikar |
| 38 | Neural Micophysics Fields | Inbal Kom-Betzer, Roi Ronen, Yoav Schechner, Vadim Holodovsky, Ilan Koren |
| 39 | Concurrent Band Selection and Traversability Estimation from Long-Wave Hyperspectral Imagery in Off-Road Settings | Florence Yellin, Scott McCloskey, Cole Hill, Eric Smith, and Brian Clipp |
| 40 | A Fast Background Separation with Composite Optimization Problems | Adrian Jarret, Valérie Costa, Julien Fageot |
| 41 | Text-guided Explorable Image Super-resolution | Kanchana Vaishnavi Gandikota, Paramanand Chandramouli |
| 42 | AONeuS: A Neural Rendering Framework for Acoustic-Optical Sensor Fusion | Mohamad Qadri*, Kevin Zhang*, Akshay Hinduja, Michael Kaess, Adithya Pediredla, Christopher Metzler |
| 43 | Tone mapping for Bright Feature Detection and 3D SAS Automatic Target Recognition | Gregory Vetaw, Wendy Newcomb, Brian N. O’Donnell, Benjamin Cowen, Daniel C. Brown David, P. Williams, Suren Jayasuriya |
| 44 | PlatoNeRF: 3D Reconstruction in Plato’s Cave via Single-View Two-Bounce Lidar | Tzofi Klinghoffer, Xiaoyu Xiang, Siddharth Somasundaram, Yuchen Fan, Christian Richardt, Ramesh Raskar, Rakesh Ranjan |
| 45 | Positional Learning to reverse-engineer the camera processing pipeline and detect image forgeries | Quentin Bammey, Rafael Grompone von Gioi, Jean-Michel Morel |
| D1 | A True Panoramic Camera (TPC) for Smartphone Applications | Jian Ma, Shenge Wang, Yunwen Li, Adrian Giura, Chris Miclea, and Sergio Goma |
| D2 | Two-photon synthetic aperture microscopy for minimally invasive fast 3D imaging of native subcellular behaviors in deep tissue | Zhifeng Zhao, Zhi Lu, Jiamin Wu, Qionghai Dai |
| D3 | An integrated imaging sensor for aberration-corrected 3D photography | Yuduo Guo, Sen Wan, Lu Fang, Jiamin Wu, Qionghai Dai |
| D4 | Virtual-scanning light-field microscopy for robust snapshot high-resolution volumetric imaging | Zhi Lu, Jiamin Wu, Qionghai Dai |
| D5 | LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi | Eric Bezzam, Martin Vetterli |
| P6 | Handheld Mapping of Specular Surfaces using Consumer-Grade Flash LiDAR | Tsung-Han Lin (Massachusetts Institute of Technology)*; Connor A Henley (Massachusetts Institute of Technology); Siddharth Somasundaram (MIT); Akshat Dave (MIT Media Lab ); Moshe Laifenfeld (Apple); Ramesh Raskar (MIT) |
| P7 | Textureless Deformable Object Tracking with Invisible Markers. | Xinyuan Li (Tencent USA); Yu Guo (George Mason University); Yu Ji (LightThought)*; Yubei Tu (George Mason University); Yanchen Liu (Columbia University); Jinwei Ye (George Mason University); Changxi Zheng (Columbia University) |
| P8 | Deep Phase Coded Image Prior | Nimrod Shabtay (Tel Aviv University )*; Eli Schwartz (Tel Aviv University); Raja Giryes (Tel Aviv University) |
| P9 | Scanning Iridescent Reflectance | Michael De Zeeuw (Carnegie Mellon University)*; Aswin Sankaranarayanan (Carnegie Mellon University) |
| P10 | Efficient Time Sampling Strategy for Transient Absorption Spectroscopy | Juhyeon Kim (Dartmouth College)*; Joshua Multhaup (Dartmouth College); Mahima Sneha (Dartmouth College); Adithya Pediredla (Dartmouth College) |
| P11 | End-to-end Fluorescence Lifetime Imaging with optimized encoding and exposure allocation. | Ziyi Fuo (Nanjing University)*; Jiaqu Li (Nanjing University); Kanghui Wang (Nanjing University); Tao Yue (Nanjing University); Xuemei Hu (Nanjing University) |
To report any corrections to the authors’ affiliation, please get in touch with the website chair at dongqing.wang@epfl.ch.