4 citations · 11 across the 10 of their papers we have counts for
10 papers
A Reference-Free Framework for Evaluating Single-Frame ISP Pipelines
Yujin Cho, Sira Ferradans, Jean-Michel Morel +2
Evaluating camera image signal processing (ISP) pipelines requires measuring low-level artifacts introduced by operations such as denoising, demosaicing, tone mapping, and compress…
Collaborative On-Sensor Array Cameras
Jipeng Sun, Kaixuan Wei, Thomas Eboli +6
Modern nanofabrication techniques have enabled us to manipulate the wavefront of light with sub-wavelength-scale structures, offering the potential to replace bulky refractive surf…
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…
Fast Two-step Blind Optical Aberration Correction
Thomas Eboli, Jean-Michel Morel, Gabriele Facciolo
The optics of any camera degrades the sharpness of photographs, which is a key visual quality criterion. This degradation is characterized by the point-spread function (PSF), which…