Search Results for author: Benjamin Naoto Chiche

Found 3 papers, 2 papers with code

Deep learning-based deconvolution for interferometric radio transient reconstruction

1 code implementation24 Jun 2023 Benjamin Naoto Chiche, Julien N. Girard, Joana Frontera-Pons, Arnaud Woiselle, Jean-Luc Starck

Finally, based on the test data, we evaluate the source profile reconstruction performance of the proposed methods and classical image deconvolution algorithm CLEAN applied frame-by-frame.

Astronomy Denoising +2

Stable Long-Term Recurrent Video Super-Resolution

1 code implementation CVPR 2022 Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck

Finally, we introduce a new framework of recurrent VSR networks that is both stable and competitive, based on Lipschitz stability theory.

Computational Efficiency Video Super-Resolution

Deep Unrolled Network for Video Super-Resolution

no code implementations23 Feb 2021 Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck

Yet, they fail to incorporate some knowledge about the image formation model, which limits their flexibility.

Image Restoration Video Super-Resolution

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