Sept. 9, 2018, 9 a.m. 9:30-17:00
The workshop will take place at Holiday Inn Munich – City Centre, Hochstrasse 3, 81669 München, Germany.
9:30 – 9:45 Opening of the Workshop and Competitions overview, Sergio Escalera
9:45 – 10:30 First invited talk, Nadine Peyrieras, Institut des Neurosciences Paris-Saclay.
Title: From 3D+time imaging data to digital and virtual embryos: acquisition, processing, analysis, modelling
Session chair: Sergio Escalera (9.30-10:30)
10:30 – 11:00 Coffee break - Award ceremony
11:00 – 11:30 Second invited talk, Philipp Krähenbühl, University of Texas at Austin.
Abstract: An ever increasing amount of our digital communication, media consumption, and content creation revolves around videos. We share, watch, and archive many aspects of our lives through them, all of which are powered by strong video compression. Traditional video compression is laboriously hand designed and hand optimized. This talk I'll present an alternative in an end-to-end deep learning codec. Our codec builds on one simple idea: Video compression is repeated image interpolation. It thus benefits from recent advances in deep image interpolation and generation. Our deep video codec outperforms today's prevailing codecs, such as H.261, MPEG-4 Part 2, and performs on par with H.264.
11:30 - 12:30 Worshop presentations, Fingerprint competition:
FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks, Sukesh Adiga V and Jayanthi Sivaswamy
Iterative application of autoencoder for video inpainting and fingerprint denoising, Le Manh Quan, Yong-Guk Kim
U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting, Ramakrishna Prabhu, Xiaojing Yu, Zhangyang Wang, Ding Liu, Anxiao (Andrew) Jiang
Deep End-to-end Fingerprint Denoising and Inpainting, Youness Mansar
Session chair: Meysam Madadi (11.00-12:30)
12:30 – 14:00 Lunch Sponsored by chalearn
14:00 – 15:00 Third invited talk, Eli Shechtman, Adobe.
Title: Image Manipulation on the Natural Image Manifold
15:00 – 16:00 Workshop presentations, Decaptioning competition:
DVDNet: Deep Blind Video Decaptioning with 3D-2D Gated Convolutions, Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon
Joint Caption Detection and Inpainting using Generative Network, Anubha Pandey, Vismay Patel
Video DeCaptioning using U-Net with Stacked Dilated Convolutional Layers, Shivansh Mundra, Sayan Sinha, Mehul Kumar Nirala, and Arnav Jain
Session chair: Marc Oliu (14:00-15:30)
16:00 – 16:30 Coffee break
16:30 – 17:00 Workshop presentations, Image inpainting for human pose competition:
Improving Pose Estimation with Generative Adversarial Networks, Gizem Esra Ünlü
Generative Image Inpainting for Person Pose Generation, Anubha Pandey, Vismay Patel
17:00 – 17:15 Workshop presentations:
Road layout understanding by generative adversarial inpainting, Lorenzo Berlincioni, Federico Becattini, Leonardo Galteri, Lorenzo Seidenari, Alberto Del Bimbo
17:15 – 17:45 Fifth invited talk, Ming-Yu Liu, NVIDIA
Session chair: Ciprian Corneanu (16:00-17:30)
17:30 – 17:35 Closing