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20082023
most citedA Non-Local Structure Tensor Based Approach for Multicomponent Image Recovery Problems

69 citations · 226 across the 28 of their papers we have counts for

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eess.IV2022

Alternative design of DeepPDNet in the context of image restoration

Mingyuan Jiu, Nelly Pustelnik

This work designs an image restoration deep network relying on unfolded Chambolle-Pock primal-dual iterations. Each layer of our network is built from Chambolle-Pock iterations whe…

eess.IV2021★ 2 cited

Hyperparameter selection for Discrete Mumford-Shah

Charles-Gérard Lucas, Barbara Pascal, Nelly Pustelnik +1

This work focuses on a parameter-free joint piecewise smooth image denoising and contour detection. Formulated as the minimization of a discrete Mumford-Shah functional and estimat…