WORKSHOP
Computational Imaging with Novel Image Modalities
(Light fields, Omni-directional Images, Digital Holograms).
September 29-30 2021
INRIA, RENNES, FRANCE
Program
Wednesday 29th September — Amphitheater
8:30 — 8:45 — Opening : Christine Guillemot, PI ERC CLIM, Inria, Rennes, France
8:45 — 10:45 — Keynote Session — Chair: Christine Guillemot, Inria, Rennes, France
- Compact and Adaptive Multiplane Images for View Synthesis, Dr Neus Sabater, InterDigital, Rennes, France
- Neural Implicits, Learning with Neural Distance Fields, NeRF and all that, Prof. Dr. Gerard Pons-Moll, University of Tübingen, Germany
10:45 — 11:00 — Coffee-break (hall)
11:00 — 13:00 — Keynote Session — Chair: Thomas Maugey, Inria, Rennes, France
- Computational light-field microscopy and an application in neuroscience, Prof. Pier Luigi Dragotti, Imperial College London, United Kingdom
- Perception and Quality of Immersive Media, Prof. Aljosa Smolic, Trinity College Dublin, Ireland
13:00 — 14:00 — Lunch (room Petri/Turing)
14:00 — 15:00 — Keynote Session — Chair: Thomas Maugey, Inria, Rennes, France
- What is up with Point Clouds Compression and Representation?, Prof. Ricardo de Queiroz, Universidade de Brasilia, Brazil
15:00 — 16:00 — Technical Presentations Session — Chair: Mikael Le Pendu, Inria, Rennes, France
- Augmented Remote Operation, Prof. Marten Sjostrom, Midsweden Univ. Sundsvall, Sweden
- Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis, Dr. Jinglei Shi, INRIA, France
16:00 — 16:15 — Coffee-break (hall)
16:15 — 18:15 — Technical Presentations Session — Chair: Mikael Le Pendu, Inria, Rennes, France
- Modelling Light Field Visual Attention: A Saliency Field Approach, Mrs Ailbhe Gill, Trinity College Dublin, Ireland
- Untrained Neural Network Prior for Compact Light Field Representation and Compression, Dr.
Xiaoran Jiang, INRIA, Rennes, France
- A spatio-angular filter for high quality sparse light field refocusing, Dr Martin Alain, Trinity College Dublin, Ireland
- Computational Imaging for Accommodation-Invariant Near-Eye Displays, Dr. Erdem Sahin, Tampere Univ., Finland
18:15 — end of first day
19:30 - : Restaurant La Taverne de la Marine
Thursday 30th September— Amphitheater
8:30 — 10:30 — Keynote Session — Chair: Aline Roumy, Inria, Rennes, France.
- Gating Networks - Edge-Aware Sparse Representations for Image Processing and Compression, Prof. Dr.-Ing. Thomas Sikora, Technische Universität Berlin
- Kernel-based representation and coding of the plenoptic function with real-time 6DoF rendering, Prof. Peter Lambert, IDLab-MEDIA, Ghent University – imec, Belgium.
10:30 — 10:45 — Coffee-break (room Petri/Turing)
11:00 — 12:00 — Keynote Session — Chair: Aline Roumy, Inria, Rennes, France
- End-to-end computational sensor design : from Co-design to Deep Codesign, Dr. Pauline Trouvé-Peloux, Research engineer, ONERA, France
12:00 — 13:00 — Technical Presentations Session — Chair: Wassim Hamidouche, Insa, Rennes, France
- Towards end-to-end design of a monocular sensor for 3D point cloud prediction, Rémy Leroy, ONERA, France
- Deep Unrolling for Light Field Compressed Acquisition using Coded Masks, Mr. Guillaume Le Guludec, INRIA, Rennes, France
13:00 — 14:30 - Lunch (room Petri/Turing)
14:30 — 15:30 — Technical Presentations Session — Chair: Wassim Hamidouche, Insa, Rennes, France
- On-the-sphere learning for end-to-end compression of omnidirectional images, Dr. Navid Mahmoudian Bidgoli, INRIA, Rennes, France
- Preconditioned plug-and-play ADMM with locally adjustable denoiser for inverse problems, Dr. Mikael Le Pendu, INRIA, Rennes, France
15:30 — 15:45 — Coffee-break (hall)
15:45 — 17:15 — Technical Presentations Session — Chair: Luce Morin, Insa, Rennes, France
- A Non-parametric sparse BRDF model, Mr. Tanaboon Tongbuasirilai, Univ. of Linkoping, Sweden
- Light Field Image Coding Using VVC standard and View Synthesis based on Dual Discriminator GAN, Prof. Wassim Hamidouche, INSA, Rennes, France
- Light field style transfer with local angular consistency, Mr Donal Egan, Trinity College Dublin, Ireland
17:15 — End of the workshop
