4 citations · 11 across the 10 of their papers we have counts for
3 papers · 1 filter
Collaborative Blind Image Deblurring
Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo
Blurry images usually exhibit similar blur at various locations across the image domain, a property barely captured in nowadays blind deblurring neural networks. We show that when…
SING: A Plug-and-Play DNN Learning Technique
Adrien Courtois, Damien Scieur, Jean-Michel Morel +2
We propose SING (StabIlized and Normalized Gradient), a plug-and-play technique that improves the stability and generalization of the Adam(W) optimizer. SING is straightforward to…
Handheld Burst Super-Resolution Meets Multi-Exposure Satellite Imagery
Jamy Lafenetre, Ngoc Long Nguyen, Gabriele Facciolo +1
Image resolution is an important criterion for many applications based on satellite imagery. In this work, we adapt a state-of-the-art kernel regression technique for smartphone ca…