Keywords

Researcher identifiers

Number of documents

38

Valérie Gouet-Brunet


Research director 

Université Paris-Est, LASTIG MATIS, IGN, ENSG, F-94160 Saint-Mande, France

Valérie Gouet-Brunet is research director of the French Ministry of Ecology (MTES) and carries out her research in the research department of the French mapping agency (IGN - National Institute for Geographical and Forest Information), within the LaSTIG laboratory and the Paris-Est University. There, she is in charge of a research group, ATOLL, on the matching and structuring of large-scale image collections. 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) and is a member of the steering committee of the Time Machine project (candidate for H2020 FET Flagship).


Journal articles4 documents

  • Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet. A survey on Visual-Based Localization: On the benefit of heterogeneous data. Pattern Recognition, Elsevier, 2018, 74, pp.90 - 109. ⟨10.1016/j.patcog.2017.09.013⟩. ⟨hal-01744680⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. Stratégies alternatives pour la recherche des plus proches voisins dans les espaces multidimensionnels. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2010, 15, pp.35 - 60. ⟨hal-01125708⟩
  • Valérie Gouet-Brunet, Maude Manouvrier, Marta Rukoz. Synthèse sur les modèles de représentation des relations spatiales dans les images symboliques. Revue des Nouvelles Technologies de l'Information, 2008, vol. RNTI-E-14. ⟨hal-01388134⟩
  • Valérie Gouet-Brunet, Bruno Lameyre. Object recognition and segmentation in videos by connecting heterogeneous visual features. Computer Vision and Image Understanding, Elsevier, 2008, 111, pp.86-109. ⟨hal-01125316⟩

Conference papers23 documents

  • Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet. Perspective-n-Learned-Point: Pose Estimation from Relative Depth. British Machine Vision Conference (BMVC), Sep 2019, Cardiff, United Kingdom. ⟨hal-02190840⟩
  • Nathan Piasco, Désiré Sidibé, Valérie Gouet-Brunet, Cedric Demonceaux. Learning Scene Geometry for Visual Localization in Challenging Conditions. International Conference on Robotics and Automation, ICRA 2019, May 2019, Montréal, Canada. ⟨hal-02057378⟩
  • Nathan Piasco, Désiré Sidibé, Cédric Demonceaux, Valérie Gouet-Brunet. GEOMETRIC CAMERA POSE REFINEMENT WITH LEARNED DEPTH MAPS. IEEE Int. Conf. on Image Processing, Sep 2019, Taipei, Taiwan. ⟨hal-02123899⟩
  • Nathan Piasco, Désiré Sidibé, Valérie Gouet-Brunet, Cédric Demonceaux. Apprentissage de modalités auxiliaires pour la localisation basée vision. Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jun 2018, Marne-la-Vallée, France. ⟨hal-01928002⟩
  • Nathan Piasco, Désiré Sidibé, Valérie Gouet-Brunet, Cédric Demonceaux. Localisation Basée Vision : de l'hétérogénéité des approches et des données. ORASIS - Journées francophones des jeunes chercheurs en vision par ordinateur, Jun 2017, Colleville-sur-Mer, France. ⟨hal-01587287⟩
  • Clément Dechesne, Clément Mallet, Anaud Le-Bris, Valérie Gouet-Brunet. Segmentation sémantique de données de télédétection multimodale: application aux peuplements forestiers. ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France. ⟨hal-01866680⟩
  • Kamel Guissous, Valérie Gouet-Brunet. Recherche d'images basée sur la saillance visuelle pour l'imagerie urbaine. ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France. ⟨hal-01866664⟩
  • Nguyen-Vu Hoang, Valerie Gouet-Brunet, Marta Rukoz. Object detection and localization using a knowledge graph on spatial relationships. IEEE International Conference on Multimedia and Expo, ICME 2013, Jul 2013, San Jose, California, United States. pp.1-6, ⟨10.1109/ICME.2013.6607602⟩. ⟨hal-01432374⟩
  • Alberto Pimentel Filho, Arnaldo de Albuquerque Araújo, Michel Crucianu, Valérie Gouet-Brunet. Sketch-Finder: efficient and effective sketch-based retrieval for large image collections.. XXVI Conference on Graphics, Patterns and Images (SIBGRAPI), Aug 2013, Arequipa, Peru. pp.x-xx. ⟨hal-01126322⟩
  • Stanislav Barton, Valérie Gouet-Brunet, Marta Rukoz. Large scale disk-based metric indexing structure for approximate information retrieval by content. 1st Workshop on New Trends in Similarity Search (NTSS?11), in Conjunction with the EDBT 2011 Conference, Mar 2011, Uppsala,, Sweden. pp.1-6. ⟨hal-01125847⟩
  • Stanislav Barton, Valérie Gouet-Brunet, Marta Rukoz, Christophe Charbuillet, Geoffroy Peeters. Estimating the Indexability of Multimedia Descriptors for Similarity Searching. RIAO 2010, 2010, NA, France. ⟨hal-01106565⟩
  • Christophe Charbuillet, Geoffroy Peeters, Stanislav Barton, Valérie Gouet-Brunet. A fast algorithm for music search by similarity in large databases based on modified Symetrized Kullback Leibler Divergence. Content-Based Multimedia Indexing (CBMI), 2010 International Workshop on, 2010, Grenoble, France. ⟨hal-01106564⟩
  • Stanislav Barton, Valérie Gouet-Brunet, Marta Rukoz, Christophe Charbuillet, Geoffroy Peeters. Qualitative comparison of audio and visual descriptors distributions. Multimedia Computing and Information Technology (MCIT), 2010 International Conference on, 2010, NA, France. ⟨hal-01106566⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. Approximate retrieval with HiPeR: Application to VA-Hierarchies. MMM'09 ACM International Multimedia Modeling Conference, Jan 2009, X, France. pp.344-355. ⟨hal-01125568⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. HiPeR: Un modèle hiérarchique pour la recherche exacte et approximative. BDA'08 24èmes Journées Bases de Données Avancées, Guilherand-Granges, Jan 2008, X, France. ⟨hal-01125559⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. The Many facets of Progressive retrieval for CBIR. Pacific-Rim Conference on Multimedia, Tainan, Taiwan, Jan 2008, X, France. pp.611-624. ⟨hal-01125573⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. HiPeR: Hierarchical progressive exact retrieval in multi-dimensional spaces. SISAP'08 Intl. Workshop on Similarity Search and Applications (in conjunction with IEEE ICDE), Jan 2008, X, France. pp.25-34. ⟨hal-01125397⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet. Exact and progressive image retrieval with the HiPeR framework. IEEE Int. Conference on Multimedia Expo, Hannover, Germany, Jan 2008, X, France. pp.1257-1260. ⟨hal-01125510⟩
  • Bruno Lameyre, Valérie Gouet-Brunet. Connecting local and global descriptors for generic object recognition in videos. 6th IEEE International Workshop on Visual Surveillance (in conjunction with ECCV'06), Graz, Austria, Jan 2006, X, France. pp.57-64. ⟨hal-01125165⟩
  • Bruno Lameyre, Valérie Gouet-Brunet. Connexions entre descripteurs locaux et globaux pour la reconnaissance d'objets dans les vidéos. Coresa'06 Compression et Représentation des Signaux Audiovisuels, Caen, Jan 2006, X, France. pp.207-212. ⟨hal-01125203⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. Evaluation of strategies for multiple sphere queries with local image descriptors. IST/SPIE Conference on Multimedia Content Analysis, Management, and Retrieval, San Jose CA, USA, Jan 2006, X, France. pp.A1-12. ⟨hal-01125102⟩
  • Bruno Lameyre, Valérie Gouet-Brunet. Object tracking and identification in video streams with Snakes And Points. IEEE ACM Pacific-Rim Conference on Multimedia (PCM'04), Tokyo, Japan, Jan 2004, X, France. pp.61-68. ⟨hal-01124931⟩
  • Valérie Gouet-Brunet, Bruno Lameyre. SAP: A robust approach to track objects in video streams with Snakes And Points. British Machine Vision Conference (BMVC'04), Londres, Angleterre, Jan 2004, X, France. ⟨hal-01124930⟩

Poster communications1 document

  • Alexis Fesnin, Valérie Gouet-Brunet, Scott Kominen, Vincent Oria, Jichao Sun. Towards a privacy preserving personal photo album manager with semantic classification, indexing and querying capabilities. ACM Multimedia 2011 (MM'11), Nov 2011, Scottsdale, Argentina. 2011. ⟨hal-01125895⟩

Book sections3 documents

  • Valérie Gouet-Brunet. Image representation, book chapter, Encyclopedia of Database Systems:Multimedia Databases. Image representation, book chapter, Encyclopedia of Database Systems:Multimedia Databases, 2009. ⟨hal-01125532⟩
  • Valérie Gouet-Brunet. Image, book chapter, Encyclopedia of Database Systems:Multimedia Databases. Image, book chapter, Encyclopedia of Database Systems:Multimedia Databases, 2009. ⟨hal-01125531⟩
  • Valérie Gouet-Brunet. Recherche par contenu visuel dans les grandes collections d'images. Recherche par contenu visuel dans les grandes collections d'images, 2005. ⟨hal-01125087⟩

Reports7 documents

  • Vu Hoang Nguyen, Valérie Gouet-Brunet. A new description for scalable 3D partial object retrieval. [Research Report] CEDRIC-14-2906, CEDRIC Lab/CNAM. 2014. ⟨hal-01126348⟩
  • Stanislav Barton, Valérie Gouet-Brunet, Marta Rukoz, Christophe Charbuillet, Geoffroy Peeters. On Estimating the Indexability of Multimedia Descriptors for Similarity Searching. [Research Report] CEDRIC-10-1892, CEDRIC Lab/CNAM. 2010. ⟨hal-01125747⟩
  • Valérie Gouet-Brunet, Maude Manouvrier, Marta Rukoz. Synthèse sur les modèles de représentation des relations spatiales dans les images symboliques. [Research Report] CEDRIC-07-1325, CEDRIC Lab/CNAM. 2007. ⟨hal-01125393⟩
  • Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl. Back to the curse of dimensionality with local image descriptors. [Research Report] CEDRIC-06-1049, CEDRIC Lab/CNAM. 2006. ⟨hal-01125204⟩
  • Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa. Labelling the Behaviour of Local Descriptors for Selective Video Content Retrieval. [Research Report] RR-5821, INRIA. 2006, pp.22. ⟨inria-00070204⟩
  • Nozha Boujemaa, Julien Fauqueur, Valérie Gouet. What's beyond query by example?. [Research Report] RR-5068, INRIA. 2003. ⟨inria-00071515⟩
  • Valérie Gouet, Nozha Boujemaa. About optimal use of color points of interest for content-based image retrieval. [Research Report] RR-4439, INRIA. 2002. ⟨inria-00072149⟩