Search Results for author: Sidonie Lefebvre

Found 5 papers, 1 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

A statistically constrained internal method for single image super-resolution

no code implementations3 Feb 2023 Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre

In particular, various papers have shown that the learning stage can be performed on a single image, resulting in the so-called internal approaches.

Image Super-Resolution

Détection de petites cibles par apprentissage profond et critère a contrario

no code implementations3 Oct 2022 Alina Ciocarlan, Sylvie Le Hegarat-Mascle, Sidonie Lefebvre, Clara Barbanson

Nous explorons donc des m\'ethodes a contrario afin de s\'electionner les cibles les plus significatives d\'etect\'ees par un r\'eseau entra\^in\'e avec peu de donn\'ees.

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