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A unified framework for detecting groups and application to shape recognition[Research Report] PI 1746, 2005, pp.36
Reports
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Enlacement and interlacement shape descriptorsInternational Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), 2020, Zhongshan, China
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Force Banner for the recognition of spatial relations2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, online, Italy. pp.6065-6072, ⟨10.1109/ICPR48806.2021.9412316⟩
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Using Point Correspondences Without Projective Deformation For Multi-View Stereo ReconstructionIEEE ICIP 2008, Oct 2008, San Diego, California, United States. pp.ICIP 2008
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Brain Virtual Dissection and White Matter 3D VisualizationThe Medicine Meets Virtual Reality Conference, Feb 2013, San Diego, United States. pp.392-396
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Content-Based Old Documents IndexingEight International Workshop on Graphics Recognition - GREC 2009, Jul 2009, La Rochelle, France. pp.217-223
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PointFISH -- learning point cloud representations for RNA localization patterns2023
Preprints, Working Papers, ...
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Impact of Head Motion on the Assistive Robot Expressiveness - Evaluation with Elderly Persons1st International Workshop on Affective Computing for Social Robotics Workshop at the IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), Aug 2016, New York, United States
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Evaluation sur la création automatique de classes de signatures manuscrites pour l'authentification en ligneTraitement du Signal, 2009, 26 (5)
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Integrating Vocabulary Clustering with Spatial Relations for Symbol RecognitionInternational Journal on Document Analysis and Recognition, 2013
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Multi-image segmentation: A collaborative approach based on binary partition treesInternational Symposium on Mathematical Morphology (ISMM), 2015, Reykjavik, Iceland. pp.253-264, ⟨10.1007/978-3-319-18720-4_22⟩
Conference papers
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Construction d’arbres binaires de partitions à partir de caractéristiques multiples pour la segmentation d’imagesSAGEO - Atelier collaboration, classification, connaissances et données de l’environnement (C3DE@SAGEO), 2016, Nice, France
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Towards historical document indexing : extraction of drop cap lettersInternational Journal on Document Analysis and Recognition, 2011, 14 (3), pp.243-254. ⟨10.1007/s10032-011-0152-x⟩
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istex
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Linear and Deformable Image Registration with 3D Convolutional Neural NetworksReconstruction and Analysis of Moving Body Organs, 21th International Conference on Medical Image Computing and Computer Assisted Intervention 2018, Sep 2018, Grenada, Spain
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MULTI-SCALE PHYSICAL REPRESENTATIONS FOR AP-PROXIMATING PDE SOLUTIONS WITH GRAPH NEU-RAL OPERATORSICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, En ligne, France
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AUTOMATIC METHANE PLUME QUANTIFICATION USING SENTINEL-2 TIME SERIESIGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.1955-1958, ⟨10.1109/IGARSS46834.2022.9884134⟩
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Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires’ Outlines ExtractionProc. Of the IEEE International conference on Image Processing Theory, Tools and Applications, IPTA 2012, 2012, Istanbul, Turkey. pp.19-24
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Learning Topology-Preserving Data RepresentationsICLR 2023 International Conference on Learning Representations, May 2023, Kigali, Rwanda
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Semi-supervised dictionary learning and Semi-supervised deep neural networkMachine Learning [cs.LG]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASP014⟩
Theses
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Small hand-designed convolutional neural networks outperform transfer learning in automated cell shape detection in confluent tissues2022
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Association of Prognostic Factors and Immunosuppressive Treatment With Long-term Outcomes in NeurosarcoidosisJAMA neurology, 2017, 74 (11), pp.1336. ⟨10.1001/jamaneurol.2017.2492⟩
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Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior(KHIPU) Latin American Meeting in Artificial Intelligence, Nov 2019, Montevideo, Uruguay
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Land use and cover changes in the critical areas in northwestern China2004, p. 245-256, ⟨10.1117/12.510830⟩
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Environmental Change Monitoring — A Case Study in the Region of Yinchuan, Ningxia, China2004, pp.P.1-8
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Vanishing Point Detection without Any A Priori InformationIEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25 (4), pp.502-507. ⟨10.1109/TPAMI.2003.1190575⟩
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An Analysis and Implementation of the HDR+ Burst Denoising MethodImage Processing On Line, 2021, 11, pp.142-169. ⟨10.5201/ipol.2021.336⟩
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LSDSAR, a Markovian a contrario framework for line segment detection in SAR imagesPattern Recognition, 2019, 98, ⟨10.1016/j.patcog.2019.107034⟩
Journal articles
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MAC-RANSAC: a robust algorithm for the recognition of multiple objectsFifth International Symposium on 3D Data Processing, Visualization and Transmission (3DPTV 2010), 2010, Paris, France. pp.051
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FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion EstimationIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020, Online, United States
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Vector-based active surfaces for segmentation of dynamic PET imagesBiomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on, Apr 2013, San Francisco, United States. pp.61 - 64, ⟨10.1109/ISBI.2013.6556412⟩
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