3-D Data Denoising and Inpainting with the Low-Redundancy Fast Curvelet Transform. - Arnaud Woiselle; Jean-Luc Starck; Jalal Fadili (J. Math. Imaging Vis., 2011)

Design of a Compressive Remote Imaging System Compensating a Highly Lightweight Encoding with a Refined Decoding Scheme. - George Tzagkarakis; Arnaud Woiselle; Panagiotis Tsakalides; Jean-Luc Starck (VISAPP (1), 2012)

Compressed sensing reconstruction of convolved sparse signals. - Grigorios Tsagkatakis; Panagiotis Tsakalides; Arnaud Woiselle; Marc Bousquet; George Tzagkarakis; Jean-Luc Starck (ICASSP, 2014)

Blind source separation based anomaly detection in multi-spectral images. - Saima Ben Hadf; Jérôme Bobin; Arnaud Woiselle (ICIP, 2014)

A Distributed Learning Architecture for Scientific Imaging Problems. - Athanasia Panousopoulou; Samuel Farrens; Konstantina Fotiadou; Arnaud Woiselle; Grigorios Tsagkatakis; Jean-Luc Starck; Panagiotis Tsakalides (CoRR, 2018)

Deep Unrolled Network for Video Super-Resolution. - Benjamin Naoto Chiche; Joana Frontera-Pons; Arnaud Woiselle; Jean-Luc Starck (IPTA, 2020)

Stable Long-Term Recurrent Video Super-Resolution. - Benjamin Naoto Chiche; Arnaud Woiselle; Joana Frontera-Pons; Jean-Luc Starck (CVPR, 2022)

Deep-NFA: a Deep a contrario Framework for Small Object Detection. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle (CoRR, 2023)

Deep learning-based deconvolution for interferometric radio transient reconstruction. - Benjamin Naoto Chiche; Julien N. Girard; Joana Frontera-Pons; Arnaud Woiselle; Jean-Luc Starck (CoRR, 2023)

A Contrario Paradigm for Yolo-Based Infrared Small Target Detection. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle; Clara Barbanson (ICASSP, 2024)

Robust infrared small target detection using self-supervised and a contrario paradigms. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle (CoRR, 2024)

Self-Supervised Learning for Real-World Object Detection: a Survey. - Alina Ciocarlan; Sidonie Lefebvre; Sylvie Le Hégarat-Mascle; Arnaud Woiselle (CoRR, 2024)

Deep-NFA: A deep a contrario framework for tiny object detection. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Arnaud Woiselle (Pattern Recognit., 2024)