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Valérie Gouet-Brunet
17
Documents
Identifiants chercheurs
- valerie-gouet-brunet
- 0000-0003-3666-5146
- IdRef : 174365020
Présentation
**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.
Publications
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GisGCN: A Visual Graph-Based Framework to Match Geographical Areas through TimeISPRS International Journal of Geo-Information, 2022, 11 (2), pp.97. ⟨10.3390/ijgi11020097⟩
Article dans une revue
emse-03548089v1
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Restituer les bidonvilles de Nanterre : l’apport d’un outil de visualisation 3D à un projet de sciences socialesHumanités numériques, 2021, 3, ⟨10.4000/revuehn.1946⟩
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Towards Culture-Aware Smart and Sustainable Cities: Integrating Historical Sources in Spatial Information InfrastructuresISPRS International Journal of Geo-Information, 2021, 10 (9), pp.1-24. ⟨10.3390/ijgi10090588⟩
Article dans une revue
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Connecting Images through Sources: Exploring Low-Data, Heterogeneous Instance RetrievalRemote Sensing, 2021, 13 (16), pp.3080. ⟨10.3390/rs13163080⟩
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
emse-03548148v1
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
hal-02273236v1
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[Data] Geographical Entities With Neighborhood Relationships2020, http://alegoria.ign.fr/en/GENR_dataset
Autre publication scientifique
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