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Valérie Gouet-Brunet
105
Documents
Researcher identifiers
- valerie-gouet-brunet
- 0000-0003-3666-5146
- IdRef : 174365020
Presentation
**Research director (DR1, French Ministry of Ecology)**
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**IGN - Université Gustave Eiffel, LASTIG Lab.**
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IGN-ENSG, F-94160 Saint-Mande, France
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Valérie Gouet-Brunet is research director of the French Ministry of Ecology and carries out her research in the research department of the French mapping agency (IGN) and the Gustave Eiffel University, within the LaSTIG laboratory. There, she is in charge of researches on the description by content, matching, structuring and indexing of large-scale multimedia collections, with a focus on images. Until 2018, she has headed the IGN's MATIS laboratory (35 members) for 4 years, specialized in mathematics and computer science applied to photogrammetry, computer vision and remote sensing for multi-sensor and multi-source imaging. She obtained a PhD in Computer Vision in 2000 from the University of Montpellier II (France) on the area of color image matching with application to intermediate view synthesis, and an habilitation to conduct research at the Pierre and Marie Curie University (France) in 2008 on the area of content-based structuring of collections of still and animated images.
Her main research areas concern the matching and large-scale indexing of multi-date and multi-source images, currently with the main objectives of image collections interlinking and image-based localization, for the application fields of iconographic heritage promotion and embedded navigation. V. Gouet-Brunet has supervised more than fifty researchers and participated in or coordinated some twenty partnership projects of various kinds (national ANR and FUI projects, European projects, bilateral industrial contracts, international research collaborations) on these themes. She is currently coordinating the ALEGORIA project (French ANR 2017), is a member of the steering committee of the European project CSA Time Machine, and member of the board of the Time Machine Organisation.
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Creating a Dataset for the Detection and Segmentation of Degradation Phenomena in Notre-Dame de Paris6th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents (SUMAC '24), ACM Multimedia 2024, Oct 2024, Melbourne (AUS), France. pp.5-12, ⟨10.1145/3689094.3689473⟩
Conference papers
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Clustering for the Analysis and Enrichment of Corpus of Images for the Spatio-temporal Monitoring of Restoration Sites5th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents (SUMAC '23), ACM Multimedia 2023, Nov 2023, Ottawa, Canada. pp.39-47, ⟨10.1145/3607542.3617353⟩
Conference papers
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Re-ranking Image Retrieval in Challenging Geographical Iconographic Heritage Collections20th International Conference on Content-Based Multimedia Indexing, Sep 2023, Orléans, France. ⟨10.1145/3617233.3617259⟩
Conference papers
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Cross-dataset Learning for Generalizable Land Use Scene ClassificationEarthVision'22 workshop in conjuction with the Computer Vision and Pattern Recognition (CVPR) 2022 Conference, Jun 2022, La Nouvelle Orléans, LA, United States. pp.1381-1390, ⟨10.1109/CVPRW56347.2022.00144⟩
Conference papers
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ALEGORIA: Joint Multimodal Search and Spatial Navigation into the Geographic Iconographic HeritageDemo at the MM '22, the 30th ACM International Conference on Multimedia, Oct 2022, Lisbon, Portugal. pp.6982-6984, ⟨10.1145/3503161.3547746⟩
Conference papers
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Automatic Structuring of Photographic Collections for Spatio-Temporal Monitoring of Restoration Sites: Problem Statement and ChallengesISPRS WG II/8 9th International Workshop 3D-ARCH "3D Virtual Reconstruction and Visualization of Complex Architectures", Mar 2022, Mantua, Italy. pp.521 - 528, ⟨10.5194/isprs-archives-xlvi-2-w1-2022-521-2022⟩
Conference papers
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How to Spatialize Geographical Iconographic HeritageProceedings of the 3rd Workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC 2021 @ ACM Multimedia 2021), Oct 2021, Chengdu, China. pp.31-40, ⟨10.1145/3475720.3484444⟩
Conference papers
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Indexation et recherche d'images multimodales dans le projet ALEGORIA : méthodes et outils pour croiser les sources iconographiques de la ReconstructionLes archives iconographiques et audiovisuelles de la Reconstruction en France, de 1940 aux années 1960, Pierrefitte-sur-Seine, Archives nationales, Apr 2021, Pierrefitte-Archives nationales, France. ⟨10.4000/books.pan.3889⟩
Conference papers
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Learning embeddings for cross-time geographic areas represented as graphsSAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Mar 2021, Virtual Event Republic of Korea, South Korea. pp.559-568, ⟨10.1145/3412841.3441936⟩
Conference papers
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Le projet ALEGORIAJournée d'étude "Les fonds iconographiques et audiovisuels de la Reconstruction de 1940 aux années 1960", Archives nationales, Apr 2021, Pierrefite-sur-Seine, France
Conference papers
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A Spatio-temporal Web-application for the Understanding of the Formation of the Parisian Metropolis3D GeoInfo 2020 conference, ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, VI-4/W1-2020, Sep 2020, London, United Kingdom. pp.45-52, ⟨10.5194/isprs-annals-VI-4-W1-2020-45-2020⟩
Conference papers
hal-02911701v1
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Cross-year multi-modal image retrieval using siamese networksICIP 2020 – 27th IEEE International Conference on Image Processing, Oct 2020, Abou Dhabi, United Arab Emirates. ⟨10.1109/ICIP40778.2020.9190662⟩
Conference papers
hal-02903434v1
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Recherche multimodale d'images aériennes multi-date à l'aide d'un réseau siamoisConférence française en Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2020), https://cap-rfiap2020.sciencesconf.org/, Jun 2020, Vannes, France
Conference papers
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Geometric Camera Pose Refinement With Learned Depth MapsIEEE Int. Conf. on Image Processing, Sep 2019, Taipei, Taiwan. ⟨10.1109/ICIP.2019.8803014⟩
Conference papers
hal-02123899v1
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Learning Scene Geometry for Visual Localization in Challenging ConditionsInternational Conference on Robotics and Automation, ICRA 2019, May 2019, Montréal, Canada. pp.9094-9100, ⟨10.1109/ICRA.2019.8794221⟩
Conference papers
hal-02057378v1
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Challenging deep image descriptors for retrieval in heterogeneous iconographic collectionsProceedings of the 1st workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC'19 Workshop @ ACM Multimedia 2019), Oct 2019, Nice, France. ⟨10.1145/3347317.3357246⟩
Conference papers
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Perspective-n-Learned-Point: Pose Estimation from Relative DepthBritish Machine Vision Conference (BMVC), Sep 2019, Cardiff, United Kingdom
Conference papers
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Suivi d’objet par capteurs visuels et inertiels sur systèmes embarquésConférence Française de Photogrammétrie et de Télédétection (CFPT 2018), 2018, Champs-sur-Marne, France
Conference papers
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Forest stand extraction: which optimal remote sensing data source(s)?IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain
Conference papers
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Comparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNsIEEE Eighth International Conference on Image Processing Theory, Tools and Applications, IPTA 2018, Nov 2018, Xi'an, China. pp.1-6, ⟨10.1109/IPTA.2018.8608125⟩
Conference papers
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Apprentissage de modalités auxiliaires pour la localisation basée visionRFIAP 2018, Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France
Conference papers
hal-01928002v1
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Semantic signatures for urban visual localizationIEEE International Conference on Content-Based Multimedia Indexing, CBMI 2018, Sep 2018, La Rochelle, France
Conference papers
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Image retrieval based on saliency for urban image contents2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2017, Montreal, France. pp.1-6, ⟨10.1109/IPTA.2017.8310131⟩
Conference papers
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Adaptive and optimal combination of local features for image retrieval23rd International Conference onMultimedia Modeling (MMM), Jan 2017, Reykjavik, Iceland
Conference papers
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Segmentation sémantique de données de télédétection multimodale: application aux peuplements forestiersORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France
Conference papers
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How to combine LIDAR and very high resolution multispectral images for forest stand segmentation?IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2017, Fort Worth, United States
Conference papers
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Recherche d'images basée sur la saillance visuelle pour l'imagerie urbaineORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France
Conference papers
hal-01866664v1
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Localisation Basée Vision : de l'hétérogénéité des approches et des donnéesORASIS - Journées francophones des jeunes chercheurs en vision par ordinateur, Jun 2017, Colleville-sur-Mer, France
Conference papers
hal-01587287v1
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Cross-domain image localization by adaptive feature fusionInternational Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubaï, United Arab Emirates
Conference papers
hal-02338312v1
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Semantic segmentation of forest stands of pure species as a global optimization problemISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017, Hannover, France. pp.141-148, ⟨10.5194/isprs-annals-IV-1-W1-141-2017⟩
Conference papers
hal-02367562v1
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Forest stand segmentation using airborne Lidar data and very high resolution multispectral imageryInternational Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Jul 2016, Prague, Czech Republic. pp.207-214, ⟨10.5194/isprs-archives-XLI-B3-207-2016⟩
Conference papers
hal-02366424v1
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Detection of Ruptures in Spatial Relationships in Video SequencesInternational Conference on Pattern Recognition Applications and Methods - ICPRAM, Jan 2015, Lisbon, Portugal. pp.110-120, ⟨10.5220/0005213501100120⟩
Conference papers
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Efficient fusion of multidimensional descriptors for image retrieval2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.5766-5770, ⟨10.1109/icip.2014.7026166⟩
Conference papers
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Augmenting Vehicle Localization Accuracy with Cameras and 3D Road Infrastructure DatabaseECCV workshop on Computer Vision in Vehicle Technology, Sep 2014, Zurich, Switzerland. pp.194-208, ⟨10.1007/978-3-319-16178-5_13⟩
Conference papers
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Manifold harmonic transform and spatial relationships for partial 3D object retrievalSeventh Eurographics Workshop on 3D Object Retrieval (EG 3DOR’14), Apr 2014, Strasbourg, France. pp.37-44, ⟨10.2312/3dor.20141048⟩
Conference papers
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Object detection and localization using a knowledge graph on spatial relationshipsIEEE International Conference on Multimedia and Expo, ICME 2013, Jul 2013, San Jose, California, United States. pp.1-6, ⟨10.1109/ICME.2013.6607602⟩
Conference papers
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Sketch-Finder: Efficient and Effective Sketch-Based Retrieval for Large Image Collections2013 XXVI SIBGRAPI - Conference on Graphics, Patterns and Images (SIBGRAPI), Aug 2013, Arequipa, France. pp.234-241, ⟨10.1109/sibgrapi.2013.40⟩
Conference papers
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A Cartography of Spatial Relationships in a Symbolic Image Database14th International Conference on Computer Analysis of Images and Patterns (CAIP’11), 2011, Seville, Spain. pp.377-385, ⟨10.1007/978-3-642-23672-3_46⟩
Conference papers
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Large scale disk-based metric indexing structure for approximate information retrieval by content1st Workshop on New Trends in Similarity Search (NTSS?11), in Conjunction with the EDBT 2011 Conference, Mar 2011, Uppsala,, Sweden. pp.1-6
Conference papers
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Towards a privacy preserving personal photo album manager with semantic classification, indexing and querying capabilities19th ACM international conference, Nov 2011, Scottsdale, United States. pp.835-836, ⟨10.1145/2072298.2072483⟩
Conference papers
hal-02338350v1
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A fast algorithm for music search by similarity in large databases based on modified Symetrized Kullback Leibler DivergenceContent-Based Multimedia Indexing (CBMI), 2010 International Workshop on, 2010, Grenoble, France
Conference papers
hal-01106564v1
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Qualitative comparison of audio and visual descriptors distributionsMultimedia Computing and Information Technology (MCIT), 2010 International Conference on, 2010, NA, France
Conference papers
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Estimating the Indexability of Multimedia Descriptors for Similarity SearchingRIAO 2010, 2010, NA, France
Conference papers
hal-01106565v1
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Approximate retrieval with HiPeR: Application to VA-HierarchiesMMM'09 ACM International Multimedia Modeling Conference, Jan 2009, X, France. pp.344-355
Conference papers
hal-01125568v1
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The Many facets of Progressive retrieval for CBIRPacific-Rim Conference on Multimedia, Tainan, Taiwan, Jan 2008, X, France. pp.611-624
Conference papers
hal-01125573v1
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HiPeR: Hierarchical progressive exact retrieval in multi-dimensional spacesSISAP'08 Intl. Workshop on Similarity Search and Applications (in conjunction with IEEE ICDE), Jan 2008, X, France. pp.25-34
Conference papers
hal-01125397v1
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HiPeR: Un modèle hiérarchique pour la recherche exacte et approximativeBDA'08 24èmes Journées Bases de Données Avancées, Guilherand-Granges, Jan 2008, X, France
Conference papers
hal-01125559v1
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Exact and progressive image retrieval with the HiPeR frameworkIEEE Int. Conference on Multimedia Expo, Hannover, Germany, Jan 2008, X, France. pp.1257-1260
Conference papers
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Video Copy Detection on the Internet: The Challenges of Copyright and MultiplicityMultimedia and Expo, 2007 IEEE International Conference on, Jul 2007, Beijing, China. pp.2082-2085, ⟨10.1109/icme.2007.4285092⟩
Conference papers
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Video copy detectionACM International Conference on Image and Video Retrieval (CIVR’07), Jul 2007, Amsterdam, Netherlands. pp.371-378, ⟨10.1145/1282280.1282336⟩
Conference papers
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Video Copy Detection: a Comparative StudyCIVR 2007, Jul 2007, Amsterdam, France
Conference papers
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Connecting local and global descriptors for generic object recognition in videos6th IEEE International Workshop on Visual Surveillance (in conjunction with ECCV'06), Graz, Austria, Jan 2006, X, France. pp.57-64
Conference papers
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Robust voting algorithm based on labels of behavior for video copy detection14th ACM International Conference on Multimedia (ACM Multimedia’06), Oct 2006, Santa Barbara, United States. pp.835, ⟨10.1145/1180639.1180826⟩
Conference papers
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Labeling Complementary Local Descriptors Behavior for Video Copy DetectionIAPR and EURASIP International Workshop on Multimedia Concept Representation, Classification and Security (MCRCS’06), 2006, Istanbul, Turkey. pp.290-297, ⟨10.1007/11848035_39⟩
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Evaluation of strategies for multiple sphere queries with local image descriptorsIST/SPIE Conference on Multimedia Content Analysis, Management, and Retrieval, San Jose CA, USA, Jan 2006, X, France. pp.A1-12
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Local Behaviours Labelling for Content Based Video Copy Detection18th International Conference on Pattern Recognition (ICPR'06), Aug 2006, Hong Kong, China. pp.232-235, ⟨10.1109/icpr.2006.767⟩
Conference papers
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Connexions entre descripteurs locaux et globaux pour la reconnaissance d'objets dans les vidéosCoresa'06 Compression et Représentation des Signaux Audiovisuels, Caen, Jan 2006, X, France. pp.207-212
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SAP: A robust approach to track objects in video streams with Snakes And PointsBritish Machine Vision Conference (BMVC'04), Londres, Angleterre, Jan 2004, X, France
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Automatic textual annotation of video news based on semantic visual object extractionElectronic Imaging 2004, 2004, San Jose, United States. pp.329-339, ⟨10.1117/12.529148⟩
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Object tracking and identification in video streams with Snakes And PointsIEEE ACM Pacific-Rim Conference on Multimedia (PCM'04), Tokyo, Japan, Jan 2004, X, France. pp.61-68
Conference papers
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On the robustness of color points of interest for image retrievalICIP 2002 International Conference on Image Processing, 2002, Rochester, United States. pp.II-377-II-380, ⟨10.1109/icip.2002.1039966⟩
Conference papers
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Object-based queries using color points of interestIEEE Workshop on Content-Based Access of Image and Video Libraries (CVPR/CBAIVL 2001), 2001, Kauai, United States. pp.30-36, ⟨10.1109/ivl.2001.990853⟩
Conference papers
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Stereo matching of color images using differential invariantsIPCIP'98 International Conference on Image Processing, 1998, Chicago, United States. pp.152-156, ⟨10.1109/icip.1998.723336⟩
Conference papers
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A Fast Matching Method for Color Uncalibrated Images using Differential InvariantsBritish Machine Vision Conference 1998, 1998, Southampton, United Kingdom. pp.37.1-37.10, ⟨10.5244/c.12.37⟩
Conference papers
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Differential invariants for color imagesFourteenth International Conference on Pattern Recognition, 1998, Brisbane, Australia. pp.838-840, ⟨10.1109/icpr.1998.711280⟩
Conference papers
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Explorer un corpus de données interconnectées au prisme des dimensions spatiales, temporelles et sémantiquesNaissance et renaissance d’une cathédrale - Notre-Dame de Paris sous l'oeil des scientifiques, Apr 2024, Paris Cité de l'architecture et du patrimoine, France
Conference poster
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Le rôle transversal du groupe de travail “données numériques”Naissance et renaissance d'une cathédrale - Notre-Dame de Paris sous l'oeil des scientifiques, Apr 2024, Paris Cité de l'architecture et du patrimoine, France
Conference poster
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Multi-modal Localization for Embedded SystemsMulti-Modal Scene Understanding, M. Ying Yang (eds.), Elsevier, 2019, 2019
Book sections
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Detection of Abrupt Changes in Spatial Relationships in Video SequencesPattern Recognition, Applications and Methods, LNCS 9493, Springer, pp.89-106, 2015
Book sections
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Image, book chapter, Encyclopedia of Database Systems:Multimedia DatabasesImage, book chapter, Encyclopedia of Database Systems:Multimedia Databases, 2009
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hal-01125531v1
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Image representation, book chapter, Encyclopedia of Database Systems:Multimedia DatabasesImage representation, book chapter, Encyclopedia of Database Systems:Multimedia Databases, 2009
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Recherche par contenu visuel dans les grandes collections d’imagesEncyclopédie de l’Informatique et des systèmes d’information, J. Akoka and I. Commyn-Wattiau (eds.), Vuibert, 2006., pp.564-576, 2006
Book sections
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Recherche par contenu visuel dans les grandes collections d'imagesRecherche par contenu visuel dans les grandes collections d'images, 2005
Book sections
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What’s beyond query by example ?Trends and Advances in Content-Based Image and Video Retrieval, L. Shapiro, H.P. Kriegel, R. Veltkamp (eds.), LNCS, Springer Verlag, 2004
Book sections
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[Data] Geographical Entities With Neighborhood Relationships2020, http://alegoria.ign.fr/en/GENR_dataset
Other publications
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Mise en correspondance d'images en couleur : Application à la synthèse de vues intermédiairesVision par ordinateur et reconnaissance de formes [cs.CV]. Université de Montpellier, 2000. Français. ⟨NNT : ⟩
Theses
tel-02376252v1
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Content-based structuring of still and animated images collectionsComputer Vision and Pattern Recognition [cs.CV]. Université Pierre et Marie Curie (UPMC Paris 6), 2008
Habilitation à diriger des recherches
tel-02377060v1
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