A context-based approach for the classification of Satellite Image Time Series. - Camille Kurtz; François Petitjean; Pierre Gançarski (IGARSS, 2011)

Hierarchical Segmentation of Multiresolution Remote Sensing Images. - Camille Kurtz; Nicolas Passat; Anne Puissant; Pierre Gançarski (ISMM, 2011)

An interactive approach for extraction of urban patterns from multisource images. - Camille Kurtz; Anne Puissant; Nicolas Passat; Pierre Gançarski (JURSE, 2011)

Une distance hiérarchique basée sur la sémantique pour la comparaison d'histogrammes nominaux. - Camille Kurtz (EGC, 2012)

A histogram semantic-based distance for multiresolution image classification. - Camille Kurtz; Nicolas Passat; Pierre Gançarski; Anne Puissant (ICIP, 2012)

Domain adaptation for the extraction of complex urban patterns from multiresolution satellite images. - Camille Kurtz; Anne Puissant; Nicolas Passat; Pierre Gançarski (IGARSS, 2012)

Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology. - Camille Kurtz; Nicolas Passat; Pierre Gançarski; Anne Puissant (Pattern Recognit., 2012)

Spatio-temporal reasoning for the classification of satellite image time series. - François Petitjean; Camille Kurtz; Nicolas Passat; Pierre Gançarski (Pattern Recognit. Lett., 2012)

Une approche collaborative segmentation - classification pour l'analyse descendante d'images multirésolutions. (A collaborative region-based approach for the top-down analysis of multiresolution images). - Camille Kurtz (2012)

A hierarchical semantic-based distance for nominal histogram comparison. - Camille Kurtz; Pierre Gançarski; Nicolas Passat; Anne Puissant (Data Knowl. Eng., 2013)

Utilisation de relations ontologiques pour la comparaison d'images décrites par des annotations sémantiques. - Camille Kurtz; Daniel L. Rubin (EGC, 2014)

A semantic framework for the retrieval of similar radiological images based on medical annotations. - Camille Kurtz; Adrien Depeursinge; Christopher F. Beaulieu; Daniel L. Rubin (ICIP, 2014)

Multivalued Component-Tree Filtering. - Camille Kurtz; Benoît Naegel; Nicolas Passat (ICPR, 2014)

A hierarchical knowledge-based approach for retrieving similar medical images described with semantic annotations. - Camille Kurtz; Christopher F. Beaulieu; Sandy Napel; Daniel L. Rubin (J. Biomed. Informatics, 2014)

On combining image-based and ontological semantic dissimilarities for medical image retrieval applications. - Camille Kurtz; Adrien Depeursinge; Sandy Napel; Christopher F. Beaulieu; Daniel L. Rubin (Medical Image Anal., 2014)

Connected Filtering Based on Multivalued Component-Trees. - Camille Kurtz; Benoît Naegel; Nicolas Passat (IEEE Trans. Image Process., 2014)

Predicting Visual Semantic Descriptive Terms From Radiological Image Data: Preliminary Results With Liver Lesions in CT. - Adrien Depeursinge; Camille Kurtz; Christopher F. Beaulieu; Sandy Napel; Daniel L. Rubin (IEEE Trans. Medical Imaging, 2014)

Semantic Retrieval of Radiological Images with Relevance Feedback. - Camille Kurtz; Paul-André Idoux; Avinash Thangali; Florence Cloppet; Christopher F. Beaulieu; Daniel L. Rubin (MRDM@ECIR, 2015)

Multicriteria 3D PET image segmentation. - Francisco Javier Alvarez Padilla; Éloïse Grossiord; Barbara Romaniuk; Benoît Naegel; Camille Kurtz; Hugues Talbot; Laurent Najman; Romain Guillemot; Dimitri Papathanassiou; Nicolas Passat (IPTA, 2015)

Multi-image Segmentation: A Collaborative Approach Based on Binary Partition Trees. - Jimmy Francky Randrianasoa; Camille Kurtz; Eric Desjardin; Nicolas Passat (ISMM, 2015)

Color Object Recognition based on Spatial Relations between Image Layers. - Michaël Clément; Mickaël Garnier; Camille Kurtz; Laurent Wendling (VISAPP (1), 2015)

Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods. - Manuel Grand-Brochier; Antoine Vacavant; Guillaume Cerutti; Camille Kurtz; Jonathan Weber; Laure Tougne (IEEE Trans. Image Process., 2015)

Utilisation de la couleur pour l'extraction de tableaux dans des images de documents. - Héloïse Alhéritière; Florence Cloppet; Camille Kurtz; Nicole Vincent (CORIA-CIFED, 2016)

Bags of spatial relations and shapes features for structural object description. - Michaël Clément; Camille Kurtz; Laurent Wendling (ICPR, 2016)

Description d'objets en couleurs à partir des relations spatiales entre régions structurelles. - Michaël Clément; Camille Kurtz; Laurent Wendling (Fouille de Données Complexes, 2016)

Fuzzy Directional Enlacement Landscapes. - Michaël Clément; Camille Kurtz; Laurent Wendling (DGCI, 2017)

A Document Straight Line Based Segmentation for Complex Layout Extraction. - Héloïse Alhéritière; Florence Cloppet; Camille Kurtz; Jean-Marc Ogier; Nicole Vincent (ICDAR, 2017)

Local Enlacement Histograms for Historical Drop Caps Style Recognition. - Michaël Clément; Mickaël Coustaty; Camille Kurtz; Laurent Wendling (ICDAR, 2017)

Evaluating the quality of binary partition trees based on uncertain semantic ground-truth for image segmentation. - Jimmy Francky Randrianasoa; Camille Kurtz; Pierre Gançarski; Eric Desjardin; Nicolas Passat (ICIP, 2017)

Implicit Component-Graph: A Discussion. - Nicolas Passat; Benoît Naegel; Camille Kurtz (ISMM, 2017)

Directional Enlacement Histograms for the Description of Complex Spatial Configurations between Objects. - Michaël Clément; Adrien Poulenard; Camille Kurtz; Laurent Wendling (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Assessment of Anti-tumor Immune Response in Colorectal Carcinomas from Whole Slide Images. - Tiédé Armand Djiro; Camille Kurtz; Nicolas Loménie (ICIAR, 2018)

Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs. - Imon Banerjee; Camille Kurtz; Alon Edward Devorah; Bao H. Do; Daniel L. Rubin; Christopher F. Beaulieu (J. Biomed. Informatics, 2018)

Learning spatial relations and shapes for structural object description and scene recognition. - Michaël Clément; Camille Kurtz; Laurent Wendling (Pattern Recognit., 2018)

Binary Partition Tree construction from multiple features for image segmentation. - Jimmy Francky Randrianasoa; Camille Kurtz; Eric Desjardin; Nicolas Passat (Pattern Recognit., 2018)

Straight Line Reconstruction for Fully Materialized Table Extraction in Degraded Document Images. - Héloïse Alhéritière; Walid Amaïeur; Florence Cloppet; Camille Kurtz; Jean-Marc Ogier; Nicole Vincent (DGCI, 2019)

Urban land cover analysis from satellite image time series based on temporal stability. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (JURSE, 2019)

Component-Graph Construction. - Nicolas Passat; Benoît Naegel; Camille Kurtz (J. Math. Imaging Vis., 2019)

Classification of spatially enriched pixel time series with convolutional neural networks. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPR, 2020)

Force Banner for the recognition of spatial relations. - Robin Deléarde; Camille Kurtz; Philippe Dejean; Laurent Wendling (ICPR, 2020)

From Pixels to Random Walk Based Segments for Image Time Series Deep Classification. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPRAI, 2020)

Spatio-Temporal Stability Analysis in Satellite Image Times Series. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPRAI, 2020)

Enlacement and Interlacement Shape Descriptors. - Michaël Clément; Camille Kurtz; Laurent Wendling (ICPRAI, 2020)

Image Time Series Classification based on a Planar Spatio-temporal Data Representation. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (VISIGRAPP (4: VISAPP), 2020)

Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations. - Michaël Clément; Camille Kurtz; Laurent Wendling (Pattern Recognit., 2020)

Editorial - Virtual Special Issue: "Hierarchical Representations: New Results and Challenges for Image Analysis". - Nicolas Passat; Camille Kurtz; Antoine Vacavant (Pattern Recognit. Lett., 2020)

Violence Detection from Video under 2D Spatio-Temporal Representations. - Mohamed Chelali; Camille Kurtz; Nicole Vincent (ICIP, 2021)

Learning an Adaptation Function to Assess Image Visual Similarities. - Olivier Risser-Maroix; Camille Kurtz; Nicolas Loménie (ICIP, 2021)

Combination of visual and semantic criteria for automated selection of region proposals in a bounding box. - Mohamed-Hicham Leghettas; Robin Deléarde; Camille Kurtz; Laurent Wendling (ICMV, 2021)

Segment My Object: A Pipeline to Extract Segmented Objects in Images based on Labels or Bounding Boxes. - Robin Deléarde; Camille Kurtz; Philippe Dejean; Laurent Wendling (VISIGRAPP (5: VISAPP), 2021)

Deep-STaR: Classification of image time series based on spatio-temporal representations. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (Comput. Vis. Image Underst., 2021)

Influence of Data Representations and Deep Architectures in Image Time Series Classification. - Mohamed Chelali; Camille Kurtz; Anne Puissant; Nicole Vincent (Int. J. Pattern Recognit. Artif. Intell., 2021)

Supervised quality evaluation of binary partition trees for object segmentation. - Jimmy Francky Randrianasoa; Pierre Cettour-Janet; Camille Kurtz; Eric Desjardin; Pierre Gançarski; Nathalie Bednarek; François Rousseau 002; Nicolas Passat (Pattern Recognit., 2021)

AGAT: Building and evaluating binary partition trees for image segmentation. - Jimmy Francky Randrianasoa; Camille Kurtz; Eric Desjardin; Nicolas Passat (SoftwareX, 2021)

Fine-Tune Your Classifier: Finding Correlations with Temperature. - Benjamin Chamand; Olivier Risser-Maroix; Camille Kurtz; Philippe Joly; Nicolas Loménie (ICIP, 2022)

Embedding Spatial Relations in Visual Question Answering for Remote Sensing. - Maxime Faure; Sylvain Lobry; Camille Kurtz; Laurent Wendling (ICPR, 2022)

Text-guided visual representation learning for medical image retrieval systems. - Guillaume Sérieys; Camille Kurtz; Laure Fournier; Florence Cloppet (ICPR, 2022)

Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation. - Lucas Colomines; Camille Kurtz; Anne Puissant; Nicole Vincent (ICPRAI (1), 2022)

Hologram Detection for Identity Document Authentication. - Oumayma Kada; Camille Kurtz; Cuong van Kieu; Nicole Vincent (ICPRAI (1), 2022)

Discovering Respects for Visual Similarity. - Olivier Risser-Maroix; Camille Kurtz; Nicolas Loménie (S+SSPR, 2022)

Learning an Adaptation Function to Assess Image Visual Similarities. - Olivier Risser-Maroix; Amine Marzouki; Hala Djeghim; Camille Kurtz; Nicolas Loménie (CoRR, 2022)

Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features. - Robin Deléarde; Camille Kurtz; Laurent Wendling (Pattern Recognit., 2022)

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma. - Zhuxian Guo; Qitong Wang 003; Henning Müller; Themis Palpanas; Nicolas Loménie; Camille Kurtz (ISBI, 2023)

Learning Representations for MR Image Retrieval: Contrastive Models Versus Other Supervision Strategies. - Thibault Sauron; Carole Lazarus; Camille Kurtz; Florence Cloppet (ISBI, 2023)

An Extension of the Radial Line Model to Predict Spatial Relations. - Logan Servant; Camille Kurtz; Laurent Wendling (VISIGRAPP (4: VISAPP), 2023)

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma. - Zhuxian Guo; Qitong Wang 003; Henning Müller; Themis Palpanas; Nicolas Loménie; Camille Kurtz (CoRR, 2023)

New Algorithms for Multivalued Component Trees. - Nicolas Passat; Romain Perrin; Jimmy Francky Randrianasoa; Camille Kurtz; Benoît Naegel (ICPR (23), 2024)

Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images. - Lucrezia Tosato; Hichem Boussaid; Flora Weissgerber; Camille Kurtz; Laurent Wendling; Sylvain Lobry (IGARSS, 2024)

Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging Through Data-Centric Strategies. - Amine Marzouki; Zhuxian Guo; Qinghe Zeng; Camille Kurtz; Nicolas Loménie (ISBI, 2024)

SEQ-ALIGN: Self-Supervised Image Representation Learning from Multi-Sequence MRI. - Thibault Sauron; Carole Lazarus; Laure Fournier; Camille Kurtz; Florence Cloppet (ISBI, 2024)

Integrating Expert Knowledge with Vision-Language Model for Medical Image Retrieval. - Xiaoyang Wei; Zografoula Vagena; Camille Kurtz; Florence Cloppet (ISBI, 2024)

Lymphoid Infiltration Assessment of the Tumor Margins in H&E Slides. - Zhuxian Guo; Amine Marzouki; Jean-François Emile; Henning Müller; Camille Kurtz; Nicolas Loménie (MOVI@MICCAI, 2024)

An LLM Agent for Automatic Geospatial Data Analysis. - Yuxing Chen; Weijie Wang; Sylvain Lobry; Camille Kurtz (CoRR, 2024)

Visual Question Answering on Multiple Remote Sensing Image Modalities. - Hichem Boussaid; Lucrezia Tosato; Flora Weissgerber; Camille Kurtz; Laurent Wendling; Sylvain Lobry (CVPR Workshops, 2025)

LLM-Driven Data Augmentation for Visual Question Answering. - Hichem Boussaid; Nayoung Kwon; Camille Kurtz; Laurent Wendling; Sylvain Lobry (JURSE, 2025)

ProMM-RS: Exploring Probabilistic Learning for Multi-Modal Remote Sensing Image Representations. - Nicolas Houdré; Diego Marcos; Dino Ienco; Laurent Wendling; Camille Kurtz; Sylvain Lobry (WACV (Workshops), 2025)

Contrastive Learning of Image Representations Guided by Spatial Relations. - Logan Servant; Michaël Clément; Laurent Wendling; Camille Kurtz (WACV, 2025)

Relaxing Binary Constraints in Contrastive Vision-Language Medical Representation Learning. - Xiaoyang Wei; Camille Kurtz; Florence Cloppet (WACV, 2025)

Enhancing vision-language contrastive representation learning using domain knowledge. - Xiaoyang Wei; Camille Kurtz; Florence Cloppet (Comput. Vis. Image Underst., 2025)

Semantic aware representation learning for optimizing image retrieval systems in radiology. - Zografoula Vagena; Xiaoyang Wei; Camille Kurtz; Florence Cloppet (Pattern Recognit., 2025)

A Semantically-Aware Relevance Measure for Content-Based Medical Image Retrieval Evaluation. - Xiaoyang Wei; Camille Kurtz; Florence Cloppet (CoRR, 2025)

SpIRL: Spatially-aware image representation learning under the supervision of relative position descriptors. - Logan Servant; Michaël Clément; Laurent Wendling; Camille Kurtz (Pattern Recognit., 2026)