Application of Dempster-Shafer evidence theory to unsupervised classification in multisource remote sensing. - Sylvie Le Hégarat-Mascle; Isabelle Bloch; Daniel Vidal-Madjar (IEEE Trans. Geosci. Remote. Sens., 1997)

Introduction of neighborhood information in evidence theory and application to data fusion of radar and optical images with partial cloud cover. - Sylvie Le Hégarat-Mascle; Isabelle Bloch; Daniel Vidal-Madjar (Pattern Recognit., 1998)

Quelques applications de la télédétection à la physique des surfaces continentales. - Sylvie Le Hégarat-Mascle; Mehrez Zribi; Catherine Ottlé (Ann. des Télécommunications, 2001)

Application of ant colony optimization to adaptive routing in aleo telecomunications satellite network. - Eric Sigel; Bruce Denby; Sylvie Le Hégarat-Mascle (Ann. des Télécommunications, 2002)

Soil moisture estimation from ERS/SAR data: toward an operational methodology. - Sylvie Le Hégarat-Mascle; Mehrez Zribi; F. Alem; A. Weisse; Cécile Loumagne (IEEE Trans. Geosci. Remote. Sens., 2002)

Polarimetric analysis of P-BAND SAR data acquired over a forested area: "the PYLA 2001 experiment". - Monique Dechambre; Sylvie Le Hégarat-Mascle; Philippe Dreuillet; Isabelle Champion (IGARSS, 2003)

Use of ERS/SAR measurements for soil geometric and aerodynamic roughness estimation in semi-arid and arid areas. - Sylvie Le Hégarat-Mascle; Mehrez Zribi; B. Marticorena; G. Bergametti; M. Kardous; Y. Callot; Patrick Chazette; Jean Louis Rajot (IGARSS, 2003)

Surface soil moisture estimation using active microwave ERS wind scatterometer and SAR data. - Mehrez Zribi; Sylvie Le Hégarat-Mascle; Catherine Ottlé; B. Kammoun; Christine Guérin (IGARSS, 2003)

Multi-scale data fusion using Dempster-Shafer evidence theory. - Sylvie Le Hégarat-Mascle; Daniel Richard; Catherine Ottlé (Integr. Comput. Aided Eng., 2003)

Use of the Evidence Theory to Combine Change Detection Indices and a priori Information. - Sylvie Le Hégarat-Mascle; Abdelaziz Kallel; Laurence Hubert-Moy; Samuel Corgne (IGARSS, 2006)

Canopy Bidirectional Reflectance Calculation based on adding method and SAIL formalism. - Abdelaziz Kallel; Sylvie Le Hégarat-Mascle; Catherine Ottlé; Laurence Hubert-Moy (IGARSS, 2007)

Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification. - Sylvie Le Hégarat-Mascle; Abdelaziz Kallel; Xavier Descombes (PReMI, 2007)

Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling. - Sylvie Le Hégarat-Mascle; Abdelaziz Kallel; Xavier Descombes (IEEE Trans. Image Process., 2007)

Subpixel Temperature Estimation from Low Resolution Thermal Infrared Remote Sensing. - Catherine Ottlé; Abdelaziz Kallel; Guillaume Monteil; Sylvie Le Hégarat-Mascle; Benoit Coudert (IGARSS (3), 2008)

Fusion of Vegetation Indices Using Continuous Belief Functions and Cautious-Adaptive Combination Rule. - Abdelaziz Kallel; Sylvie Le Hégarat-Mascle; Laurence Hubert-Moy; Catherine Ottlé (IEEE Trans. Geosci. Remote. Sens., 2008)

Unsupervised Subpixelic Classification Using Coarse-Resolution Time Series and Structural Information. - Amandine Robin; Sylvie Le Hégarat-Mascle; Lionel Moisan (IEEE Trans. Geosci. Remote. Sens., 2008)

Combination of partially non-distinct beliefs: The cautious-adaptive rule. - Abdelaziz Kallel; Sylvie Le Hégarat-Mascle (Int. J. Approx. Reason., 2009)

Simultaneous localization and object detection using an a-contrario approach. - Sylvie Le Hégarat-Mascle; Amandine Robin; Roger Reynaud (ICVGIP, 2010)

An A-Contrario Approach for Subpixel Change Detection in Satellite Imagery. - Amandine Robin; Lionel Moisan; Sylvie Le Hégarat-Mascle (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Road Surface Marking Classification Based on a Hierarchical Markov Model. - Moez Ammar; Sylvie Le Hégarat-Mascle; Hugues Mounier (ICIAR (2), 2011)

A New Local Measure of Disagreement between Belief Functions - Application to Localization. - Arnaud Roquel; Sylvie Le Hégarat-Mascle; Isabelle Bloch; Bastien Vincke (Belief Functions, 2012)

An A-contrario Approach for Obstacle Detection in Assistance Driving Systems. - Moez Ammar; Sylvie Le Hégarat-Mascle; Marius Vasiliu; Hugues Mounier (ICIAR (1), 2012)

Dynamic estimation of the discernment frame in belief function theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (FUSION, 2013)

Using simulated annealing algorithm to move clod boundaries on seedbed digital elevation model. - O. Chimi-Chiadjeu; Edwige Vannier; Richard Dusséaux; Sylvie Le Hégarat-Mascle; Odile Taconet (Comput. Geosci., 2013)

Surface Temperature Downscaling From Multiresolution Instruments Based on Markov Models. - Abdelaziz Kallel; Catherine Ottlé; Sylvie Le Hégarat-Mascle; Fabienne Maignan; Dominique Courault (IEEE Trans. Geosci. Remote. Sens., 2013)

Sequential object detection using belief function theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (ATSIP, 2014)

Data Association for Object Enumeration Using Belief Function Theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Cyrille André; Abdelaziz Kallel; Roger Reynaud; Ahmed Ben Hamida (Belief Functions, 2014)

Object reconstruction in an image based on belief function representation. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Cyrille André; Abdelaziz Kallel; Roger Reynaud; A. Ben Hamidd (ICIP, 2014)

Decomposition of conflict as a distribution on hypotheses in the framework on belief functions. - Arnaud Roquel; Sylvie Le Hégarat-Mascle; Isabelle Bloch; Bastien Vincke (Int. J. Approx. Reason., 2014)

A-contrario approach for outlier detection in GNSS positioning. - Salim Zair; Sylvie Le Hégarat-Mascle; Emmanuel Seignez (ICL-GNSS, 2015)

Coupling Outlier Detection with Particle Filter for GPS-Based Localization. - Salim Zair; Sylvie Le Hégarat-Mascle; Emmanuel Seignez (ITSC, 2015)

Evidential framework for data fusion in a multi-sensor surveillance system. - Cyrille André; Sylvie Le Hégarat-Mascle; Roger Reynaud (Eng. Appl. Artif. Intell., 2015)

Dynamic estimation of the discernment frame in belief function theory: Application to object detection. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (Inf. Sci., 2015)

Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework. - Emanuel Aldea; Sylvie Le Hégarat-Mascle (J. Electronic Imaging, 2015)

SVM Classifier Fusion Using Belief Functions: Application to Hyperspectral Data Classification. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (BELIEF, 2016)

An Evidential RANSAC Algorithm and Its Application to GNSS Positioning. - Salim Zair; Sylvie Le Hégarat-Mascle; Emmanuel Seignez (BELIEF, 2016)

Robust wide baseline pose estimation from video. - Nicola Pellicano; Emanuel Aldea; Sylvie Le Hégarat-Mascle (ICPR, 2016)

Crack detection based on a Marked Point Process model. - Jennifer Vandoni; Sylvie Le Hégarat-Mascle; Emanuel Aldea (ICPR, 2016)

Dynamic object construction using belief function theory. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Roger Reynaud; Abdelaziz Kallel; Ahmed Ben Hamida (Inf. Sci., 2016)

High spectral quality pansharpening approach based on MTF-matched filter banks. - Hind Hallabia; Abdelaziz Kallel; Ahmed Ben Hamida; Sylvie Le Hégarat-Mascle (Multidimens. Syst. Signal Process., 2016)

Outlier Detection in GNSS Pseudo-Range/Doppler Measurements for Robust Localization. - Salim Zair; Sylvie Le Hégarat-Mascle; Emmanuel Seignez (Sensors, 2016)

A-Contrario Modeling for Robust Localization Using Raw GNSS Data. - Salim Zair; Sylvie Le Hégarat-Mascle; Emmanuel Seignez (IEEE Trans. Intell. Transp. Syst., 2016)

An evidential framework for pedestrian detection in high-density crowds. - Jennifer Vandoni; Emanuel Aldea; Sylvie Le Hégarat-Mascle (AVSS, 2017)

Active learning for high-density crowd count regression. - Jennifer Vandoni; Emanuel Aldea; Sylvie Le Hégarat-Mascle (AVSS, 2017)

A novel approach for multi-object tracking using evidential representation for objects. - Wafa Rekik; Sylvie Le Hégarat-Mascle; Emanuel Aldea (FUSION, 2017)

Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (QCAV, 2017)

Evidential framework for robust localization using raw GNSS data. - Salim Zair; Sylvie Le Hégarat-Mascle (Eng. Appl. Artif. Intell., 2017)

2CoBei: An Efficient Belief Function Extension for Two-Dimensional Continuous Spaces. - Nicola Pellicano; Sylvie Le Hégarat-Mascle; Emanuel Aldea (FUSION, 2018)

Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds. - Jennifer Vandoni; Sylvie Le Hégarat-Mascle; Emanuel Aldea (FUSION, 2018)

2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces. - Nicola Pellicanò; Sylvie Le Hégarat-Mascle; Emanuel Aldea (CoRR, 2018)

Geometry-Based Multiple Camera Head Detection in Dense Crowds. - Nicola Pellicanò; Emanuel Aldea; Sylvie Le Hégarat-Mascle (CoRR, 2018)

Evidential framework for Error Correcting Output Code classification. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (Eng. Appl. Artif. Intell., 2018)

Evidential split-and-merge: Application to object-based image analysis. - Marie Lachaize; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Aude Maitrot; Roger Reynaud (Int. J. Approx. Reason., 2018)

2CoBel: A scalable belief function representation for 2D discernment frames. - Nicola Pellicanò; Sylvie Le Hégarat-Mascle; Emanuel Aldea (Int. J. Approx. Reason., 2018)

Efficient graph cut optimization for shape from focus. - Christophe Ribal; Nicolas Lermé; Sylvie Le Hégarat-Mascle (J. Vis. Commun. Image Represent., 2018)

Determining Epipole Location Integrity by Multimodal Sampling. - Huiqin Chen 001; Emanuel Aldea; Sylvie Le Hégarat-Mascle (AVSS, 2019)

Evaluating Crowd Density Estimators Via Their Uncertainty Bounds. - Jennifer Vandoni; Emanuel Aldea; Sylvie Le Hégarat-Mascle (ICIP, 2019)

Integrating Visual and Geometric Consistency for Pose Estimation. - Huiqin Chen 001; Emanuel Aldea; Sylvie Le Hégarat-Mascle (MVA, 2019)

Efficient evaluation of the Number of False Alarm criterion. - Sylvie Le Hégarat-Mascle; Emanuel Aldea; Jennifer Vandoni (EURASIP J. Image Video Process., 2019)

Evidential query-by-committee active learning for pedestrian detection in high-density crowds. - Jennifer Vandoni; Emanuel Aldea; Sylvie Le Hégarat-Mascle (Int. J. Approx. Reason., 2019)

Wide baseline pose estimation from video with a density-based uncertainty model. - Nicola Pellicanò; Emanuel Aldea; Sylvie Le Hégarat-Mascle (Mach. Vis. Appl., 2019)

Augmenting Deep Learning Performance in an Evidential Multiple Classifier System. - Jennifer Vandoni; Sylvie Le Hégarat-Mascle; Emanuel Aldea (Sensors, 2019)

Camera Localization Based on Belief Clustering. - Huiqin Chen 001; Emanuel Aldea; Sylvie Le Hégarat-Mascle (FUSION, 2020)

One step clustering based on a-contrario framework for detection of alterations in historical violins. - Alireza Rezaei 002; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Piercarlo Dondi; Marco Malagodi (ICPR, 2020)

Thin Structures Segmentation Using Anisotropic Neighborhoods. - Christophe Ribal; Nicolas Lermé; Sylvie Le Hégarat-Mascle (IPMU (1), 2020)

Use of Scene Geometry Priors for Data Association in Egocentric Views. - Huiqin Chen 001; Emanuel Aldea; Sylvie Le Hégarat-Mascle; Vincent Despiegel (IWBF, 2020)

Multilayer Joint Segmentation Using MRF and Graph Cuts. - Nicolas Lermé; Sylvie Le Hégarat-Mascle; François Malgouyres; Marie Lachaize (J. Math. Imaging Vis., 2020)

Fast and efficient reconstruction of digitized frescoes. - Nicolas Lermé; Sylvie Le Hégarat-Mascle; Boyang Zhang; Emanuel Aldea (Pattern Recognit. Lett., 2020)

Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces. - Alireza Rezaei 002; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Piercarlo Dondi; Marco Malagodi (ISVC (1), 2021)

Belief functions clustering for epipole localization. - Huiqin Chen 001; Sylvie Le Hégarat-Mascle; Emanuel Aldea (Int. J. Approx. Reason., 2021)

Spectral Analysis of Masked Signals in the Context of Image Inpainting. - Sylvie Le Hégarat-Mascle; Emanuel Aldea (ICIAP Workshops (1), 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-contrario framework for detection of alterations in varnished surfaces. - Alireza Rezaei 002; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Piercarlo Dondi; Marco Malagodi (J. Vis. Commun. Image Represent., 2022)

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

Thin structures retrieval using anisotropic neighborhoods of superpixels: application to shape-from-focus. - Christophe Ribal; Sylvie Le Hégarat-Mascle; Nicolas Lermé (Multidimens. Syst. Signal Process., 2023)

Multi-Temporal Image Analysis for Preventive Conservation of Historical Musical Instruments. - Alireza Rezaei 002; Emanuel Aldea; Piercarlo Dondi; Sylvie Le Hégarat-Mascle; Marco Malagodi (ACM Journal on Computing and Cultural Heritage, 2023)

Leveraging Spatial Context for Improved Long-Term Predictions with Swin Transformers. - Stephane Da Silva Martins; Emanuel Aldea; Sylvie Le Hégarat-Mascle (AVSS, 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)

ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC). - Sofia Marino; Jennifer Vandoni; Emanuel Aldea; Ichraq Lemghari; Sylvie Le Hégarat-Mascle; Frédéric Jurie (ICPR (34), 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)

Robust classification with noisy labels using Venn-Abers predictors. - Ichraq Lemghari; Sylvie Le Hégarat-Mascle; Emanuel Aldea; Jennifer Vandoni (J. Electronic Imaging, 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)

Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior. - Anthony Nguyen; Emanuel Aldea; Sylvie Le Hégarat-Mascle; Renaud Lustrat (UAI, 2025)

Domain-informed and neural-optimized belief assignments: A framework applied to cultural heritage. - Sofiane Daimellah; Sylvie Le Hégarat-Mascle; Clotilde Boust (Int. J. Approx. Reason., 2025)

Recent Advances in Multi-Agent Human Trajectory Prediction: A Comprehensive Review. - Céline Finet; Stephane Da Silva Martins; Jean-Bernard Hayet; Ioannis Karamouzas; Javad Amirian; Sylvie Le Hégarat-Mascle; Julien Pettré; Emanuel Aldea (CoRR, 2025)

Solving jigsaw puzzles with vision transformers. - Gaël Heck; Nicolas Lermé; Sylvie Le Hégarat-Mascle (Pattern Anal. Appl., 2025)