Valérie Gouet-Brunet

Valérie Gouet-Brunet

Senior Researcher

ACTE & STRUDEL team(s)

Personal webpage

Publications

International Journals

Karim KassabAntoine SchnepfJean-Yves FranceschiLaurent CaraffaJeremie MaryValérie Gouet-BrunetRefinedFields: Radiance Fields Refinement for Planar Scene Representations. Transactions on Machine Learning Research Journal, 2025, pp.1-22
Emile BletteryValérie Gouet-BrunetHeritage Iconographic Content Structuring: from Automatic Linking to Visual Validation. Journal on Computing and Cultural Heritage, 2024, 37 (4), pp.1-34. ⟨10.1145/3666007⟩
Lijun WeiValérie Gouet-BrunetAnthony G. CohnLocation retrieval using qualitative place signatures of visible landmarks. International Journal of Geographical Information Science, 2024, 38 (8), pp.1633-1677. ⟨10.1080/13658816.2024.2348736⟩
Margarita KhokhlovaNathalie AbadieValérie Gouet-BrunetLiming ChenGisGCN: A Visual Graph-Based Framework to Match Geographical Areas through Time. ISPRS International Journal of Geo-Information, 2022, 11 (2), pp.97. ⟨10.3390/ijgi11020097⟩
Dimitri GominskiValérie Gouet-BrunetLiming ChenConnecting Images through Sources: Exploring Low-Data,Heterogeneous Instance Retrieval. Remote Sensing, 2021, 13 (16), pp.3080. ⟨10.3390/rs13163080⟩
Bénédicte BucherCarola HeinDorit RainesValérie Gouet-BrunetTowards Culture-Aware Smart and Sustainable Cities: Integrating Historical Sources in Spatial Information Infrastructures. ISPRS International Journal of Geo-Information, 2021, 10 (9), pp.1-24. ⟨10.3390/ijgi10090588⟩
Nathan PiascoDésiré SidibéValérie Gouet-BrunetCédric DemonceauxImproving Image Description with Auxiliary Modality for Visual Localization in Challenging Conditions. International Journal of Computer Vision, 2021, 129 (1), pp.185-202. ⟨10.1007/s11263-020-01363-6⟩
Li WengValérie Gouet-BrunetBahman Soheilian Khorzoughi SoheilianSemantic Signatures for Large-scale Visual Localization. Multimedia Tools and Applications, 2020, ⟨10.1007/s11042-020-08992-6⟩
Abdalbassir Abou-ElailahIsabelle BlochValérie Gouet-BrunetUnsupervised detection of ruptures in spatial relationships in video sequences based on log-likelihood ratio. Pattern Analysis and Applications, 2018, 21 (3), pp.829-846. ⟨10.1007/s10044-017-0669-9⟩
Nathan PiascoDésiré SidibéCédric DemonceauxValérie Gouet-BrunetA survey on Visual-Based Localization: On the benefit of heterogeneous data. Pattern Recognition, 2018, 74, pp.90 - 109. ⟨10.1016/j.patcog.2017.09.013⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetSemantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 126, pp.129-145. ⟨10.1016/j.isprsjprs.2017.02.011⟩
Neelanjan BhowmikValérie Gouet-BrunetGabriel BlochSylvain BessonCombination of image descriptors for the exploration of cultural photographic collections. Journal of Electronic Imaging, 2017, 26 (1), pp.011019. ⟨10.1117/1.JEI.26.1.011019⟩
Otávio A.B. PenattiFernanda SilvaEduardo ValleValérie Gouet-BrunetRicardo da S. TorresVisual word spatial arrangement for image retrieval and classification. Pattern Recognition, 2014, 47 (2), pp.705-720. ⟨10.1016/j.patcog.2013.08.012⟩

Communications

Chahine-Nicolas ZedeLaurent CaraffaValérie Gouet-BrunetFast 3D point clouds retrieval for Large-scale 3D Place Recognition. ORASIS, journées francophones des jeunes chercheurs en vision par ordinateur, Jun 2025, Le Croisic, France. ⟨10.48550/arXiv.2502.21067⟩
Laura WillotDan VodislavValérie Gouet-BrunetLivio De LucaAdeline ManuelCaractérisation de relations de proximité temporelle,spatiale et sémantique pour l'exploration d'un corpus d'images photographiques. n-Dame 2024 : une cathédrale de données numériques et connaissances pluridisciplinaires, Centre National de la Recherche Scientifique (CNRS); Ministère de la Culture; MAP - UPR CNRS 2002, Jun 2024, Marseille, France
Antoine SchnepfKarim KassabJean-Yves FranceschiLaurent CaraffaFlavian VasileJeremie MaryAndrew I. ComportValérie Gouet-BrunetExploring 3D-aware Latent Spaces for Efficiently Learning Numerous Scenes. Learning 3D with Multi-View Supervision workshop (3DMV) - Computer Vision and Pattern Recognition Conference (CVPR), Jun 2024, Seattle, United States
Emile BletteryValérie Gouet-BrunetLivio De LucaIntégration et localisation automatique de nouvelles images au sein de collections d'images structurées par contenu visuel. n-Dame 2024 : une cathédrale de données numériques et connaissances pluridisciplinaires, Centre National de la Recherche Scientifique (CNRS); Ministère de la Culture; MAP - UPR CNRS 2002, Jun 2024, Marseille, France
Emile BletteryValérie Gouet-BrunetLivio De LucaON-STAGE 3D: Link-based Investigation into Spatial Iconographic Heritage. 18th European Conference on Computer Vision, Sep 2024, Milan, Italy
Valérie Gouet-BrunetFlorence ClavaudLe projet ALEGORIA. Journée d'étude "Les fonds iconographiques et audiovisuels de la Reconstruction de 1940 aux années 1960", Archives nationales, Apr 2021, Pierrefite-sur-Seine, France
Imane SalhiErwan PiriouMartyna PorebaMaroun OjailValérie Gouet-BrunetSuivi d’objet par capteurs visuels et inertiels sur systèmes embarqués. Conférence Française de Photogrammétrie et de Télédétection (CFPT 2018), 2018, Champs-sur-Marne, France
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetForest stand extraction: which optimal remote sensing data source(s)?. IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain
Nathan PiascoDésiré SidibéValérie Gouet-BrunetCédric DemonceauxApprentissage de modalités auxiliaires pour la localisation basée vision. RFIAP 2018, Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetHow 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
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetAlexandre HervieuForest stand segmentation using airborne Lidar data and very high resolution multispectral imagery. International 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⟩

International conferences

Emile BletteryValérie Gouet-BrunetLivio De LucaComposed Image Retrieval For Visual Localization: Evaluation For Architectural Contents. 7th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents (SUMAC '25), ACM Multimedia 2025, Oct 2025, Dublin, Ireland. pp.31-40, ⟨10.1145/3746273.3760200⟩
Chahine-Nicolas ZedeLaurent CaraffaValérie Gouet-BrunetDSI-3D: Differentiable Search Index for Point Cloud Retrieval. 22nd International Conference on Content-Based Multimedia Indexing (CBMI'25), Oct 2025, Dublin, Ireland
Antoine SchnepfKarim KassabJean-Yves FranceschiLaurent CaraffaFlavian VasileJeremie MaryAndrew I. ComportValérie Gouet-BrunetBringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. International Conference on Learning Representations (ICLR'25), Apr 2025, Singapore, Singapore. pp.1-28
Laura WillotKévin RébyAdeline ManuelValérie Gouet-BrunetDan VodislavLivio De LucaCreating a Dataset for the Detection and Segmentation of Degradation Phenomena in Notre-Dame de Paris. 6th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents (SUMAC '24), ACM Multimedia, Oct 2024, Melbourne, Australia. pp.5-12, ⟨10.1145/3689094.3689473⟩
Emile BletteryValérie Gouet-BrunetRe-ranking Image Retrieval in Challenging Geographical Iconographic Heritage Collections. 20th International Conference on Content-Based Multimedia Indexing (CBMI'23), Sep 2023, Orléans, France. ⟨10.1145/3617233.3617259⟩
Laura WillotDan VodislavValérie Gouet-BrunetLivio De LucaAdeline ManuelClustering for the Analysis and Enrichment of Corpus of Images for the Spatio-temporal Monitoring of Restoration Sites. 5th 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⟩
Dimitri GominskiValérie Gouet-BrunetLiming ChenCross-dataset Learning for Generalizable Land Use Scene Classification. EarthVision'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⟩
Florent GenietValérie Gouet-BrunetMathieu BrédifALEGORIA: Joint Multimodal Search and Spatial Navigation into the Geographic Iconographic Heritage. Demo at MM '22, the 30th ACM International Conference on Multimedia, Oct 2022, Lisbon, Portugal. pp.6982-6984, ⟨10.1145/3503161.3547746⟩
Laura WillotDan VodislavLivio De LucaValérie Gouet-BrunetAutomatic Structuring of Photographic Collections for Spatio-Temporal Monitoring of Restoration Sites: Problem Statement and Challenges. ISPRS 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⟩
Margarita KhokhlovaNathalie AbadieValérie Gouet-BrunetLiming ChenLearning embeddings for cross-time geographic areas represented as graphs. SAC '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⟩
Emile BletteryNelson FernandesValérie Gouet-BrunetHow to Spatialize Geographical Iconographic Heritage. Proceedings 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⟩
Emile BletteryPaul LecatAlexandre DevauxValérie Gouet-BrunetFrédéric Saly-GiocantiMathieu BrédifLaetitia DelavoipiereSylvaine ConordFrédéric MoretA Spatio-temporal Web-application for the Understanding of the Formation of the Parisian Metropolis. 3D 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⟩
Margarita KhokhlovaValérie Gouet-BrunetNathalie AbadieLiming ChenCross-year multi-modal image retrieval using siamese networks. ICIP 2020 – 27th IEEE International Conference on Image Processing, Oct 2020, Abou Dhabi, United Arab Emirates. ⟨10.1109/ICIP40778.2020.9190662⟩
Dimitri GominskiMartyna PorebaValérie Gouet-BrunetLiming ChenChallenging deep image descriptors for retrieval in heterogeneous iconographic collections. Proceedings 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⟩
Nathan PiascoDésiré SidibéCédric DemonceauxValérie Gouet-BrunetPerspective-n-Learned-Point: Pose Estimation from Relative Depth. British Machine Vision Conference (BMVC), Sep 2019, Cardiff, United Kingdom
Nathan PiascoDésiré SidibéValérie Gouet-BrunetCédric DemonceauxLearning Scene Geometry for Visual Localization in Challenging Conditions. International Conference on Robotics and Automation, ICRA 2019, May 2019, Montréal, Canada. pp.9094-9100, ⟨10.1109/ICRA.2019.8794221⟩
Nathan PiascoDésiré SidibéCédric DemonceauxValérie Gouet-BrunetGeometric Camera Pose Refinement With Learned Depth Maps. IEEE Int. Conf. on Image Processing, Sep 2019, Taipei, Taiwan. ⟨10.1109/ICIP.2019.8803014⟩
Li WengBahman SoheilianValérie Gouet-BrunetSemantic signatures for urban visual localization. IEEE International Conference on Content-Based Multimedia Indexing, CBMI 2018, Sep 2018, La Rochelle, France
Abraham Montoya ObesoJenny Benois-PineauKamel GuissousValérie Gouet-BrunetMireya Garcia VazquezAlejandro Ramirez AcostaComparative study of visual saliency maps in the problem of classification of architectural images with Deep CNNs. IEEE 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⟩
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetSegmentation sémantique de données de télédétection multimodale: application aux peuplements forestiers. ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France
Neelanjan BhowmikValérie Gouet-BrunetLijun WeiGabriel BlochAdaptive and optimal combination of local features for image retrieval. 23rd International Conference onMultimedia Modeling (MMM), Jan 2017, Reykjavik, Iceland
Neelanjan BhowmikLi WengValérie Gouet-BrunetBahman SoheilianCross-domain image localization by adaptive feature fusion. International Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubaï, United Arab Emirates
Clément DechesneClément MalletArnaud Le BrisValérie Gouet-BrunetSemantic segmentation of forest stands of pure species as a global optimization problem. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2017, Hannover, France. pp.141-148, ⟨10.5194/isprs-annals-IV-1-W1-141-2017⟩
Kamel GuissousValérie Gouet-BrunetImage retrieval based on saliency for urban image contents. 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2017, Montreal, France. pp.1-6, ⟨10.1109/IPTA.2017.8310131⟩
Kamel GuissousValérie Gouet-BrunetRecherche d'images basée sur la saillance visuelle pour l'imagerie urbaine. ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France
Abdalbassir Abou-ElailahIsabelle BlochValérie Gouet-BrunetDetection of Ruptures in Spatial Relationships in Video Sequences. International Conference on Pattern Recognition Applications and Methods - ICPRAM, Jan 2015, Lisbon, Portugal. pp.110-120, ⟨10.5220/0005213501100120⟩
Nguyen-Vu HoangValérie Gouet-BrunetManifold harmonic transform and spatial relationships for partial 3D object retrieval. Seventh Eurographics Workshop on 3D Object Retrieval (EG 3DOR’14), Apr 2014, Strasbourg, France. pp.37-44, ⟨10.2312/3dor.20141048⟩
Neelanjan BhowmikRicardo Gonzalez V.Valérie Gouet-BrunetHelio PedriniGabriel BlochEfficient fusion of multidimensional descriptors for image retrieval. 2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.5766-5770, ⟨10.1109/icip.2014.7026166⟩
Lijun WeiBahman SoheilianValérie Gouet-BrunetAugmenting Vehicle Localization Accuracy with Cameras and 3D Road Infrastructure Database. ECCV workshop on Computer Vision in Vehicle Technology, Sep 2014, Zurich, Switzerland. pp.194-208, ⟨10.1007/978-3-319-16178-5_13⟩
Carlos A. F. FilhoArnaldo de A. ArajujoMichel CrucianuValérie Gouet-BrunetSketch-Finder: Efficient and Effective Sketch-Based Retrieval for Large Image Collections. 2013 XXVI SIBGRAPI - Conference on Graphics, Patterns and Images (SIBGRAPI), Aug 2013, Arequipa, France. pp.234-241, ⟨10.1109/sibgrapi.2013.40⟩
Nguyen-Vu HoangValérie Gouet-BrunetMarta RukozObject 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⟩

National Conferences

Margarita KhokhlovaValérie Gouet-BrunetNathalie AbadieLiming ChenRecherche multimodale d'images aériennes multi-date à l'aide d'un réseau siamois. Conférence française en Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2020), https://cap-rfiap2020.sciencesconf.org/, Jun 2020, Vannes, France
Nathan PiascoDésiré SidibéValérie Gouet-BrunetCédric DemonceauxLocalisation 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

Book Chapters

Imane SalhiMartyna PorebaErwan PiriouValérie Gouet-BrunetMaroun OjailMulti-modal Localization for Embedded Systems. Multi-Modal Scene Understanding, M. Ying Yang (eds.), Elsevier, 2019, 2019

Other publication

Valérie Gouet-BrunetRonak KostiLi WengSUMAC'23: 5th Workshop on the analySis,Understanding and proMotion of heritAge Contents: Advances in Machine Learning,Signal Processing,Multimodal Techniques and Human-machine Interaction. Association for Computing Machinery, New York, USA, pp.9718-9720, 2023, ⟨10.1145/3581783.3610941⟩
Valérie Gouet-BrunetRonak KostiLi WengSUMAC'22: 4th ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. Association for Computing Machinery, New York, USA, pp.7426-7427, 2022, ⟨10.1145/3552464⟩
Margarita KhokhlovaNathalie AbadieValérie Gouet-BrunetLiming Chen[Code] Learning embeddings for cross-time geographic areas represented as graphs,[Code] Apprentissage de descripteurs de zones géographiques représentées sous forme de graphes. 2021
Valérie Gouet-BrunetMargarita KhokhlovaRonak KostiLi WengSUMAC'21: 3rd ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. Association for Computing Machinery, New York, USA, pp.5694-5695, 2021, ⟨10.1145/3474085.3478576⟩
Margarita KhokhlovaValérie Gouet-BrunetNathalie AbadieLiming Chen[Code] Cross-year multi-modal image retrieval using siamese networks,[Code] Reconnaissance d'images diachroniques à l'aide d'un réseau siamois. 2020
Margarita KhokhlovaNathalie AbadieValérie Gouet-BrunetLiming Chen[Data] Geographical Entities With Neighborhood Relationships,[Données] Un jeu de données géographiques représentant les relations de voisinage entre entités géographiques. 2020, http://alegoria.ign.fr/en/GENR_dataset
Valérie Gouet-BrunetMargarita KhokhlovaRonak KostiLiming ChenYin Xu-ChengSUMAC'20: 2nd ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. Association for Computing Machinery, New York, USA, 2020, ⟨10.1145/3423323⟩
Valérie Gouet-BrunetMargarita KhokhlovaLiming ChenSander MünsterSUMAC'19: 1st ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. MM '19: The 27th ACM International Conference on Multimedia, Association for Computing Machinery, New York, USA, 2019, ⟨10.1145/3347317⟩