4 citations · 6 across the 3 of their papers we have counts for
3 papers
eess.IV2021
Learning to Jointly Deblur, Demosaick and Denoise Raw Images
Thomas Eboli, Jian Sun, Jean Ponce
We address the problem of non-blind deblurring and demosaicking of noisy raw images. We adapt an existing learning-based approach to RGB image deblurring to handle raw images by in…
cs.CV2020★ 4 cited
End-to-end Interpretable Learning of Non-blind Image Deblurring
Thomas Eboli, Jian Sun, Jean Ponce
Non-blind image deblurring is typically formulated as a linear least-squares problem regularized by natural priors on the corresponding sharp picture's gradients, which can be solv…
cs.LG2020★ 2 cited
Structured and Localized Image Restoration
Thomas Eboli, Alex Nowak-Vila, Jian Sun +3
We present a novel approach to image restoration that leverages ideas from localized structured prediction and non-linear multi-task learning. We optimize a penalized energy functi…