Detecting aircraft with a low resolution infrared sensor. - Jérémie Jakubowicz; Sidonie Lefebvre; Eric Moulines (IGARSS, 2010)

A methodological approach for statistical evaluation of aircraft infrared signature. - Sidonie Lefebvre; Antoine Roblin; Suzanne Varet; Gérard Durand (Reliab. Eng. Syst. Saf., 2010)

An online learning algorithm for mixture models of deformable templates. - Florian Maire; Sidonie Lefebvre; Randal Douc; Eric Moulines (MLSP, 2012)

Effective discrepancy and numerical experiments. - Suzanne Varet; Sidonie Lefebvre; Gérard Durand; Antoine Roblin; Serge Cohen 001 (Comput. Phys. Commun., 2012)

Detecting Aircraft With a Low-Resolution Infrared Sensor. - Jérémie Jakubowicz; Sidonie Lefebvre; Florian Maire; Eric Moulines (IEEE Trans. Image Process., 2012)

Aircraft classification with a low resolution infrared sensor. - Sidonie Lefebvre; Stéphanie Allassonnière; Jérémie Jakubowicz; Thomas Lasne; Eric Moulines (Mach. Vis. Appl., 2013)

Detecting Aircraft in Low-Resolution Multispectral Images: Specification of Relevant IR Wavelength Bands. - Florian Maire; Sidonie Lefebvre (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Considering spatial information to improve anomaly detection in heterogeneous hyperspectral images. - François Weber; Sidonie Lefebvre; Eric Moulines; Marc Bousquet; Nicolas Roux (WHISPERS, 2016)

Online EM for functional data. - Florian Maire; Eric Moulines; Sidonie Lefebvre (Comput. Stat. Data Anal., 2017)

Impact of Tree Crown Transmittance on Surface Reflectance Retrieval in the Shade for High Spatial Resolution Imaging Spectroscopy: A Simulation Analysis Based on Tree Modeling Scenarios. - Karine Adeline; Xavier Briottet; Sidonie Lefebvre; Nicolas Rivière; Jean-Philippe Gastellu-Etchegorry; Fabrice Vinatier (Remote. Sens., 2021)

A statistically constrained internal method for single image super-resolution. - Pierrick Chatillon; Yann Gousseau; Sidonie Lefebvre (ICPR, 2022)

Détection de petites cibles par apprentissage profond et critère a contrario. - Alina Ciocarlan; Sylvie Le Hégarat-Mascle; Sidonie Lefebvre; Clara Barbanson (CoRR, 2022)

A Geometrically Aware Auto-Encoder for Multi-texture Synthesis. - Pierrick Chatillon; Yann Gousseau; Sidonie Lefebvre (SSVM, 2023)

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

Moving target's detection performances in a sequence of infrared multispectral images. - Christian Musso; Sidonie Lefebvre; Sophie Thetas (FUSION, 2024)

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

Multispectral Style Distances and Application to Texture Synthesis Using RGB Convolutional Neural Networks. - Sélim Ollivier; Yann Gousseau; Sidonie Lefebvre (WHISPERS, 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)

Assessment of adaptive optics-corrected optical links statistics from integrated turbulence parameters through a Gaussian process metamodel. - Emile Klotz; Sidonie Lefebvre; Nicolas Védrenne; Christian Musso; Sylvain Poulenard; Thierry Fusco (Int. J. Satell. Commun. Netw., 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)

Sensitivity Analysis of Sentinel-2 Imagery to Assess Urban Tree Functional Traits: A Physical Approach Based on Local Climate Zones. - Théo Le Saint; Jean Nabucet; Sidonie Lefebvre; Jean-Philippe Gastellu-Etchegorry; Laurence Hubert-Moy; Karine Adeline (Remote. Sens., 2024)

Multispectral Texture Synthesis Using RGB Convolutional Neural Networks. - Sélim Ollivier; Yann Gousseau; Sidonie Lefebvre (IEEE Trans. Geosci. Remote. Sens., 2025)