Search Results for author: Arnaud Woiselle

Found 5 papers, 2 papers with code

$\textit{A Contrario}$ Paradigm for YOLO-based Infrared Small Target Detection

no code implementations3 Feb 2024 Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson

Traditional object detection methods such as YOLO struggle to detect tiny objects compared to segmentation neural networks, resulting in weaker performance when detecting small targets.

object-detection Object Detection +1

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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