WORKSHOP
Computational Imaging with Novel Image Modalities
(Light fields, Omni-directional Images, Digital Holograms).
September 29-30 2021
INRIA, RENNES, FRANCE
|
The ERC CLIM project has organized a workshop on computational imaging with new imaging modalities such as light fields, omni-directional video and digital holography, at the INRIA center, Campus Universitaire de Beaulieu, Rennes, France, on September 29-30, 2021. The workshop has gathered researchers from both academia and industry to exchange ideas and present their latest developments in the field.
The workshop was held both on site and online for the participants having difficulties to travel due to the covid situation.
The two days have been organized around a mix of keynotes given by senior researchers and presentations (30 min.) made by PhD students and postdocs.
The list of keynotes is available here
[html]. The full programme as well as the links to access the slides and the videos of the presentation are given below.
Programme
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.
[slides].
- Neural Implicits, Learning with Neural Distance Fields, NeRF and all that, Prof. Dr. Gerard Pons-Moll, University of Tübingen, Germany. [video]
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 [slides],
[video]
- Perception and Quality of Immersive Media, Prof. Aljosa Smolic, Trinity College Dublin, Ireland.
[slides],
[video]
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 [slides],
[video]
15:00 — 16:00 — Technical Presentations Session — Chair: Mikael Le Pendu, Inria, Rennes, France
- Augmented Remote Operation, Prof. Marten Sjostrom, Midsweden Univ. Sundsvall, Sweden.
[video]
- Deep Residual Architecture Using Pixel and Feature Cues for View Synthesis, Dr. Jinglei Shi, INRIA, France.
[slides],
[video]
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.
[video]
- 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.
[slides],
[video]
- Computational Imaging for Accommodation-Invariant Near-Eye Displays, Dr. Erdem Sahin, Tampere Univ., Finland
[video]
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.
[slides],
[video]
- Kernel-based representation and coding of the plenoptic function with real-time 6DoF rendering, Prof. Peter Lambert, IDLab-MEDIA, Ghent University – imec, Belgium.
[video]
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.
[slides],
[video]
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.
[video]
- 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.
[slides],
[video]
- Preconditioned plug-and-play ADMM with locally adjustable denoiser for inverse problems, Dr. Mikael Le Pendu, INRIA, Rennes, France.
[slides],
[video]
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.
[slides],
[video]
- Light field style transfer with local angular consistency, Mr Donal Egan, Trinity College Dublin, Ireland.
[video]
17:15 — End of the workshop
