Sidonie Lefebvre

29 papers B 1C 2Misc 1Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
An anomaly-aware detection head for frugal and robust Infrared Small Target Detection.
Eng. Appl. Artif. Intell.
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre
2025 J jnl
Anomaly-Aware YOLO: A Frugal yet Robust Approach to Infrared Small Target Detection.
CoRR
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre
2025 J jnl
Multispectral Texture Synthesis Using RGB Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Sélim Ollivier, Yann Gousseau, Sidonie Lefebvre
2024 J jnl
A Contrario Paradigm for YOLO-based Infrared Small Target Detection.
CoRR
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson
2024 Misc conf
A Contrario Paradigm for Yolo-Based Infrared Small Target Detection.
ICASSP
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson
2024 J jnl
Assessment of adaptive optics-corrected optical links statistics from integrated turbulence parameters through a Gaussian process metamodel.
Int. J. Satell. Commun. Netw.
Emile Klotz, Sidonie Lefebvre, Nicolas Védrenne, Christian Musso, Sylvain Poulenard, Thierry Fusco
2024 J jnl
Deep-NFA: A deep a contrario framework for tiny object detection.
Pattern Recognit.
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle
2024 C conf
Moving target's detection performances in a sequence of infrared multispectral images.
FUSION
Christian Musso, Sidonie Lefebvre, Sophie Thetas
2024 — conf
Multispectral Style Distances and Application to Texture Synthesis Using RGB Convolutional Neural Networks.
WHISPERS
Sélim Ollivier, Yann Gousseau, Sidonie Lefebvre
2024 J jnl
Multispectral Texture Synthesis using RGB Convolutional Neural Networks.
CoRR
Sélim Ollivier, Yann Gousseau, Sidonie Lefebvre
2024 J jnl
Robust infrared small target detection using self-supervised and a contrario paradigms.
CoRR
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle
2024 J jnl
Self-Supervised Learning for Real-World Object Detection: a Survey.
CoRR
Alina Ciocarlan, Sidonie Lefebvre, Sylvie Le Hégarat-Mascle, Arnaud Woiselle
2024 J jnl
Sensitivity Analysis of Sentinel-2 Imagery to Assess Urban Tree Functional Traits: A Physical Approach Based on Local Climate Zones.
Remote. Sens.
Théo Le Saint, Jean Nabucet, Sidonie Lefebvre, Jean-Philippe Gastellu-Etchegorry, Laurence Hubert-Moy, Karine Adeline
2023 — conf
A Geometrically Aware Auto-Encoder for Multi-texture Synthesis.
SSVM
Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
2023 J jnl
A geometrically aware auto-encoder for multi-texture synthesis.
CoRR
Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
2023 J jnl
A statistically constrained internal method for single image super-resolution.
CoRR
Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
2023 J jnl
Deep-NFA: a Deep a contrario Framework for Small Object Detection.
CoRR
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle
2022 B conf
A statistically constrained internal method for single image super-resolution.
ICPR
Pierrick Chatillon, Yann Gousseau, Sidonie Lefebvre
2022 J jnl
Détection de petites cibles par apprentissage profond et critère a contrario.
CoRR
Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Clara Barbanson
2021 J jnl
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.
Remote. Sens.
Karine Adeline, Xavier Briottet, Sidonie Lefebvre, Nicolas Rivière, Jean-Philippe Gastellu-Etchegorry, Fabrice Vinatier
2017 J jnl
Online EM for functional data.
Comput. Stat. Data Anal.
Florian Maire, Eric Moulines, Sidonie Lefebvre
2016 — conf
Considering spatial information to improve anomaly detection in heterogeneous hyperspectral images.
WHISPERS
François Weber, Sidonie Lefebvre, Eric Moulines, Marc Bousquet, Nicolas Roux
2015 J jnl
Detecting Aircraft in Low-Resolution Multispectral Images: Specification of Relevant IR Wavelength Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Florian Maire, Sidonie Lefebvre
2013 J jnl
Aircraft classification with a low resolution infrared sensor.
Mach. Vis. Appl.
Sidonie Lefebvre, Stéphanie Allassonnière, Jérémie Jakubowicz, Thomas Lasne, Eric Moulines
2012 — conf
An online learning algorithm for mixture models of deformable templates.
MLSP
Florian Maire, Sidonie Lefebvre, Randal Douc, Eric Moulines
2012 J jnl
Detecting Aircraft With a Low-Resolution Infrared Sensor.
IEEE Trans. Image Process.
Jérémie Jakubowicz, Sidonie Lefebvre, Florian Maire, Eric Moulines
2012 J jnl
Effective discrepancy and numerical experiments.
Comput. Phys. Commun.
Suzanne Varet, Sidonie Lefebvre, Gérard Durand, Antoine Roblin, Serge Cohen
2010 J jnl
A methodological approach for statistical evaluation of aircraft infrared signature.
Reliab. Eng. Syst. Saf.
Sidonie Lefebvre, Antoine Roblin, Suzanne Varet, Gérard Durand
2010 C conf
Detecting aircraft with a low resolution infrared sensor.
IGARSS
Jérémie Jakubowicz, Sidonie Lefebvre, Eric Moulines