Valérie Gouet-Brunet

Valérie Gouet-Brunet

Senior Researcher

ACTE & STRUDEL team(s)

Personal webpage

Publications

International Journals

Karim KassabAntoine SchnepfJean-Yves FranceschiLaurent Caraffaet alRefinedFields: 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⟩
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⟩
Dimitri GominskiValérie Gouet-BrunetLiming ChenConnecting Images through Sources: Exploring Low-Data,Heterogeneous Instance Retrieval. Remote Sensing, 2021, 13 (16), pp.3080. ⟨10.3390/rs13163080⟩
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⟩

Popularization

Valérie Gouet-BrunetNathalie AbadieSylvain BessonMarie-Eve Bouillonet alIndexation et recherche d'images multimodales dans le projet ALEGORIA : méthodes et outils pour croiser les sources iconographiques de la Reconstruction. Les 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⟩

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⟩
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
Laura WillotDan VodislavValérie Gouet-BrunetLivio De Lucaet alCaractérisation 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
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

International conferences

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
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⟩
Antoine SchnepfKarim KassabJean-Yves FranceschiLaurent Caraffaet alBringing NeRFs to the Latent Space: Inverse Graphics Autoencoder. International Conference on Learning Representations (ICLR'25), Apr 2025, Singapore, Singapore. pp.1-28
Antoine SchnepfKarim KassabJean-Yves FranceschiLaurent Caraffaet alExploring 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. ⟨10.48550/arXiv.2403.11678⟩
Laura WillotKévin RébyAdeline ManuelValérie Gouet-Brunetet alCreating 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 Lucaet alClustering 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-Brunetet alA 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⟩

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

Posters

Violette AbergelEmile BletteryMathieu BrédifSidonie Christopheet alExplorer un corpus de données interconnectées au prisme des dimensions spatiales,temporelles et sémantiques,Exploring a corpus of interconnected data through the prism of spatial,temporal and semantic dimensions. 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
Violette AbergelPierre AreseEmile BletteryMathieu Brédifet alLe rôle transversal du groupe de travail “données numériques”,The transversal role of the “digital data” working group. 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
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

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
Valérie Gouet-BrunetMargarita KhokhlovaRonak KostiLiming Chenet alSUMAC'20: 2nd ACM International workshop on Structuring and Understanding of Multimedia heritAge Contents. Association for Computing Machinery, New York, USA, 2020, ⟨10.1145/3423323⟩
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