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ORCIDSylvie Le Hégarat-Mascle
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2020 – today
- 2024
[j38]Ichraq Lemghari, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni:
Robust classification with noisy labels using Venn-Abers predictors. J. Electronic Imaging 33(3) (2024)- [j37]Alina Ciocarlan
, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle:
Deep-NFA: A deep a contrario framework for tiny object detection. Pattern Recognit. 150: 110312 (2024) - [c39]Stephane Da Silva Martins, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Leveraging Spatial Context for Improved Long-Term Predictions with Swin Transformers. AVSS 2024: 1-7 - [c38]Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson:
A Contrario Paradigm for Yolo-Based Infrared Small Target Detection. ICASSP 2024: 5630-5634 - [i7]Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson:
A Contrario Paradigm for YOLO-based Infrared Small Target Detection. CoRR abs/2402.02288 (2024) - 2023
- [j36]Alireza Rezaei, Emanuel Aldea, Piercarlo Dondi, Sylvie Le Hégarat-Mascle, Marco Malagodi:
Multi-Temporal Image Analysis for Preventive Conservation of Historical Musical Instruments. ACM Journal on Computing and Cultural Heritage 16(2): 35:1-35:19 (2023) - [j35]Christophe Ribal, Sylvie Le Hégarat-Mascle, Nicolas Lermé:
Thin structures retrieval using anisotropic neighborhoods of superpixels: application to shape-from-focus. Multidimens. Syst. Signal Process. 34(1): 179-204 (2023) - [i6]Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle:
Deep-NFA: a Deep a contrario Framework for Small Object Detection. CoRR abs/2303.01363 (2023) - 2022
- [j34]Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi:
A-contrario framework for detection of alterations in varnished surfaces. J. Vis. Commun. Image Represent. 83: 103357 (2022) - [c37]Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Spectral Analysis of Masked Signals in the Context of Image Inpainting. ICIAP Workshops (1) 2022: 105-114 - [e1]Sylvie Le Hégarat-Mascle, Isabelle Bloch, Emanuel Aldea:
Belief Functions: Theory and Applications - 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings. Lecture Notes in Computer Science 13506, Springer 2022, ISBN 978-3-031-17800-9 [contents] - [i5]Alina Ciocarlan, Sylvie Le Hégarat-Mascle, Sidonie Lefebvre, Clara Barbanson:
Détection de petites cibles par apprentissage profond et critère a contrario. CoRR abs/2210.00755 (2022) - 2021
- [j33]Huiqin Chen, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Belief functions clustering for epipole localization. Int. J. Approx. Reason. 137: 146-165 (2021) - [c36]Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi:
Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces. ISVC (1) 2021: 166-179 - 2020
- [j32]Nicolas Lermé, Sylvie Le Hégarat-Mascle, François Malgouyres, Marie Lachaize:
Multilayer Joint Segmentation Using MRF and Graph Cuts. J. Math. Imaging Vis. 62(6-7): 961-981 (2020) - [j31]Nicolas Lermé, Sylvie Le Hégarat-Mascle, Boyang Zhang, Emanuel Aldea:
Fast and efficient reconstruction of digitized frescoes. Pattern Recognit. Lett. 138: 417-423 (2020) - [c35]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Camera Localization Based on Belief Clustering. FUSION 2020: 1-9 - [c34]Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi:
One step clustering based on a-contrario framework for detection of alterations in historical violins. ICPR 2020: 9348-9355 - [c33]Christophe Ribal, Nicolas Lermé, Sylvie Le Hégarat-Mascle:
Thin Structures Segmentation Using Anisotropic Neighborhoods. IPMU (1) 2020: 601-612 - [c32]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle, Vincent Despiegel:
Use of Scene Geometry Priors for Data Association in Egocentric Views. IWBF 2020: 1-6
2010 – 2019
- 2019
- [j30]Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni:
Efficient evaluation of the Number of False Alarm criterion. EURASIP J. Image Video Process. 2019: 35 (2019) - [j29]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Evidential query-by-committee active learning for pedestrian detection in high-density crowds. Int. J. Approx. Reason. 104: 166-184 (2019) - [j28]Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Wide baseline pose estimation from video with a density-based uncertainty model. Mach. Vis. Appl. 30(6): 1041-1059 (2019) - [j27]Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Augmenting Deep Learning Performance in an Evidential Multiple Classifier System. Sensors 19(21): 4664 (2019) - [c31]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Determining Epipole Location Integrity by Multimodal Sampling. AVSS 2019: 1-8 - [c30]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Evaluating Crowd Density Estimators Via Their Uncertainty Bounds. ICIP 2019: 4579-4583 - [c29]Huiqin Chen, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Integrating Visual and Geometric Consistency for Pose Estimation. MVA 2019: 1-5 - [i4]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Evaluating Crowd Density Estimators via Their Uncertainty Bounds. CoRR abs/1902.02831 (2019) - 2018
- [j26]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
Evidential framework for Error Correcting Output Code classification. Eng. Appl. Artif. Intell. 73: 10-21 (2018) - [j25]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
Evidential split-and-merge: Application to object-based image analysis. Int. J. Approx. Reason. 103: 303-319 (2018) - [j24]Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBel: A scalable belief function representation for 2D discernment frames. Int. J. Approx. Reason. 103: 320-342 (2018) - [j23]Christophe Ribal, Nicolas Lermé, Sylvie Le Hégarat-Mascle:
Efficient graph cut optimization for shape from focus. J. Vis. Commun. Image Represent. 55: 529-539 (2018) - [c28]Nicola Pellicano, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBei: An Efficient Belief Function Extension for Two-Dimensional Continuous Spaces. FUSION 2018: 1032-1039 - [c27]Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds. FUSION 2018: 2481-2488 - [i3]Nicola Pellicanò, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
2CoBel : An Efficient Belief Function Extension for Two-dimensional Continuous Spaces. CoRR abs/1803.08857 (2018) - [i2]Sylvie Le Hégarat-Mascle, Emanuel Aldea, Jennifer Vandoni:
Efficient Evaluation of the Number of False Alarm Criterion. CoRR abs/1807.03594 (2018) - [i1]Nicola Pellicanò, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Geometry-Based Multiple Camera Head Detection in Dense Crowds. CoRR abs/1808.00856 (2018) - 2017
- [j22]Salim Zair, Sylvie Le Hégarat-Mascle:
Evidential framework for robust localization using raw GNSS data. Eng. Appl. Artif. Intell. 61: 126-135 (2017) - [c26]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
An evidential framework for pedestrian detection in high-density crowds. AVSS 2017: 1-6 - [c25]Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Active learning for high-density crowd count regression. AVSS 2017: 1-6 - [c24]Wafa Rekik, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
A novel approach for multi-object tracking using evidential representation for objects. FUSION 2017: 1-8 - [c23]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
Evidential multi-class classification from binary classifiers: application to waste sorting quality control from hyperspectral data. QCAV 2017: 103380V - 2016
- [j21]Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida:
Dynamic object construction using belief function theory. Inf. Sci. 345: 129-142 (2016) - [j20]Hind Hallabia, Abdelaziz Kallel, Ahmed Ben Hamida, Sylvie Le Hégarat-Mascle:
High spectral quality pansharpening approach based on MTF-matched filter banks. Multidimens. Syst. Signal Process. 27(4): 831-861 (2016) - [j19]Salim Zair, Sylvie Le Hégarat-Mascle, Emmanuel Seignez:
Outlier Detection in GNSS Pseudo-Range/Doppler Measurements for Robust Localization. Sensors 16(4): 580 (2016) - [j18]Salim Zair, Sylvie Le Hégarat-Mascle, Emmanuel Seignez:
A-Contrario Modeling for Robust Localization Using Raw GNSS Data. IEEE Trans. Intell. Transp. Syst. 17(5): 1354-1367 (2016) - [c22]Marie Lachaize, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Aude Maitrot, Roger Reynaud:
SVM Classifier Fusion Using Belief Functions: Application to Hyperspectral Data Classification. BELIEF 2016: 113-122 - [c21]Salim Zair, Sylvie Le Hégarat-Mascle, Emmanuel Seignez:
An Evidential RANSAC Algorithm and Its Application to GNSS Positioning. BELIEF 2016: 241-250 - [c20]Nicola Pellicano, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Robust wide baseline pose estimation from video. ICPR 2016: 3820-3825 - [c19]Jennifer Vandoni, Sylvie Le Hégarat-Mascle, Emanuel Aldea:
Crack detection based on a Marked Point Process model. ICPR 2016: 3933-3938 - 2015
- [j17]Cyrille André, Sylvie Le Hégarat-Mascle, Roger Reynaud:
Evidential framework for data fusion in a multi-sensor surveillance system. Eng. Appl. Artif. Intell. 43: 166-180 (2015) - [j16]Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida:
Dynamic estimation of the discernment frame in belief function theory: Application to object detection. Inf. Sci. 306: 132-149 (2015) - [j15]Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Robust crack detection for unmanned aerial vehicles inspection in an a-contrario decision framework. J. Electronic Imaging 24(6): 061119 (2015) - [c18]Salim Zair, Sylvie Le Hégarat-Mascle, Emmanuel Seignez:
A-contrario approach for outlier detection in GNSS positioning. ICL-GNSS 2015: 1-6 - [c17]Salim Zair, Sylvie Le Hégarat-Mascle, Emmanuel Seignez:
Coupling Outlier Detection with Particle Filter for GPS-Based Localization. ITSC 2015: 2518-2524 - 2014
- [j14]Arnaud Roquel, Sylvie Le Hégarat-Mascle, Isabelle Bloch, Bastien Vincke:
Decomposition of conflict as a distribution on hypotheses in the framework on belief functions. Int. J. Approx. Reason. 55(5): 1129-1146 (2014) - [c16]Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida:
Sequential object detection using belief function theory. ATSIP 2014: 19-24 - [c15]Wafa Rekik, Sylvie Le Hégarat-Mascle, Cyrille André, Abdelaziz Kallel, Roger Reynaud, Ahmed Ben Hamida:
Data Association for Object Enumeration Using Belief Function Theory. Belief Functions 2014: 383-392 - [c14]Wafa Rekik, Sylvie Le Hégarat-Mascle, Cyrille André, Abdelaziz Kallel, Roger Reynaud, A. Ben Hamidd:
Object reconstruction in an image based on belief function representation. ICIP 2014: 1633-1637 - 2013
- [j13]O. Chimi-Chiadjeu, Edwige Vannier, Richard Dusséaux, Sylvie Le Hégarat-Mascle, Odile Taconet:
Using simulated annealing algorithm to move clod boundaries on seedbed digital elevation model. Comput. Geosci. 57: 68-76 (2013) - [j12]Abdelaziz Kallel, Catherine Ottlé, Sylvie Le Hégarat-Mascle, Fabienne Maignan, Dominique Courault:
Surface Temperature Downscaling From Multiresolution Instruments Based on Markov Models. IEEE Trans. Geosci. Remote. Sens. 51(3-2): 1588-1612 (2013) - [c13]Wafa Rekik, Sylvie Le Hégarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida:
Dynamic estimation of the discernment frame in belief function theory. FUSION 2013: 1135-1142 - 2012
- [c12]Arnaud Roquel, Sylvie Le Hégarat-Mascle, Isabelle Bloch, Bastien Vincke:
A New Local Measure of Disagreement between Belief Functions - Application to Localization. Belief Functions 2012: 335-342 - [c11]Moez Ammar, Sylvie Le Hégarat-Mascle, Marius Vasiliu, Hugues Mounier:
An A-contrario Approach for Obstacle Detection in Assistance Driving Systems. ICIAR (1) 2012: 392-401 - 2011
- [c10]Moez Ammar, Sylvie Le Hégarat-Mascle, Hugues Mounier:
Road Surface Marking Classification Based on a Hierarchical Markov Model. ICIAR (2) 2011: 348-359 - 2010
- [j11]Amandine Robin, Lionel Moisan, Sylvie Le Hégarat-Mascle:
An A-Contrario Approach for Subpixel Change Detection in Satellite Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 32(11): 1977-1993 (2010) - [c9]Sylvie Le Hégarat-Mascle, Amandine Robin, Roger Reynaud:
Simultaneous localization and object detection using an a-contrario approach. ICVGIP 2010: 440-447
2000 – 2009
- 2009
- [j10]Abdelaziz Kallel, Sylvie Le Hégarat-Mascle:
Combination of partially non-distinct beliefs: The cautious-adaptive rule. Int. J. Approx. Reason. 50(7): 1000-1021 (2009) - 2008
- [j9]Amandine Robin, Sylvie Le Hégarat-Mascle, Lionel Moisan:
Unsupervised Subpixelic Classification Using Coarse-Resolution Time Series and Structural Information. IEEE Trans. Geosci. Remote. Sens. 46(5): 1359-1374 (2008) - [j8]Abdelaziz Kallel, Sylvie Le Hégarat-Mascle, Laurence Hubert-Moy, Catherine Ottlé:
Fusion of Vegetation Indices Using Continuous Belief Functions and Cautious-Adaptive Combination Rule. IEEE Trans. Geosci. Remote. Sens. 46(5): 1499-1513 (2008) - [c8]Catherine Ottlé, Abdelaziz Kallel, Guillaume Monteil, Sylvie Le Hégarat-Mascle, Benoit Coudert:
Subpixel Temperature Estimation from Low Resolution Thermal Infrared Remote Sensing. IGARSS (3) 2008: 403-406 - 2007
- [j7]Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes:
Ant Colony Optimization for Image Regularization Based on a Nonstationary Markov Modeling. IEEE Trans. Image Process. 16(3): 865-878 (2007) - [c7]Abdelaziz Kallel, Sylvie Le Hégarat-Mascle, Catherine Ottlé, Laurence Hubert-Moy:
Canopy Bidirectional Reflectance Calculation based on adding method and SAIL formalism. IGARSS 2007: 2554-2557 - [c6]Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Xavier Descombes:
Use of Ant Colony Optimization for Finding Neighborhoods in Image Non-stationary Markov Random Field Classification. PReMI 2007: 279-286 - 2006
- [c5]Sylvie Le Hégarat-Mascle, Abdelaziz Kallel, Laurence Hubert-Moy, Samuel Corgne:
Use of the Evidence Theory to Combine Change Detection Indices and a priori Information. IGARSS 2006: 216-219 - 2003
- [j6]Sylvie Le Hégarat-Mascle, Daniel Richard, Catherine Ottlé:
Multi-scale data fusion using Dempster-Shafer evidence theory. Integr. Comput. Aided Eng. 10(1): 9-22 (2003) - [c4]Mehrez Zribi, Sylvie Le Hégarat-Mascle, Catherine Ottlé, B. Kammoun, Christine Guérin:
Surface soil moisture estimation using active microwave ERS wind scatterometer and SAR data. IGARSS 2003: 1399-1401 - [c3]Sylvie Le Hégarat-Mascle, Mehrez Zribi, B. Marticorena, G. Bergametti, M. Kardous, Y. Callot, Patrick Chazette, Jean Louis Rajot:
Use of ERS/SAR measurements for soil geometric and aerodynamic roughness estimation in semi-arid and arid areas. IGARSS 2003: 2272-2274 - [c2]Monique Dechambre, Sylvie Le Hégarat-Mascle, Philippe Dreuillet, Isabelle Champion:
Polarimetric analysis of P-BAND SAR data acquired over a forested area: "the PYLA 2001 experiment". IGARSS 2003: 2550-2552 - 2002
- [j5]Eric Sigel, Bruce Denby, Sylvie Le Hégarat-Mascle:
Application of ant colony optimization to adaptive routing in aleo telecomunications satellite network. Ann. des Télécommunications 57(5-6): 520-539 (2002) - [j4]Sylvie Le Hégarat-Mascle, Mehrez Zribi, F. Alem, A. Weisse, Cécile Loumagne:
Soil moisture estimation from ERS/SAR data: toward an operational methodology. IEEE Trans. Geosci. Remote. Sens. 40(12): 2647-2658 (2002) - [c1]Sylvie Le Hégarat-Mascle, Daniel Richard, Catherine Ottlé:
Multi-scale data fusion using Dempster-Shafer evidence theory. IGARSS 2002: 911-913 - 2001
- [j3]Sylvie Le Hégarat-Mascle, Mehrez Zribi, Catherine Ottlé:
Quelques applications de la télédétection à la physique des surfaces continentales. Ann. des Télécommunications 56(11-12): 617-631 (2001)
1990 – 1999
- 1998
- [j2]Sylvie Le Hégarat-Mascle, Isabelle Bloch, Daniel Vidal-Madjar:
Introduction of neighborhood information in evidence theory and application to data fusion of radar and optical images with partial cloud cover. Pattern Recognit. 31(11): 1811-1823 (1998) - 1997
- [j1]Sylvie Le Hégarat-Mascle, Isabelle Bloch, Daniel Vidal-Madjar:
Application of Dempster-Shafer evidence theory to unsupervised classification in multisource remote sensing. IEEE Trans. Geosci. Remote. Sens. 35(4): 1018-1031 (1997)
Coauthor Index
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