Camille Kurtz

According to our database, Camille Kurtz authored at least 74 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Semantic aware representation learning for optimizing image retrieval systems in radiology.

Zografoula Vagena, Xiaoyang Wei, Camille Kurtz, Florence Cloppet

Pattern Recognit., 2025

2024

An LLM Agent for Automatic Geospatial Data Analysis.

Yuxing Chen, Weijie Wang, Sylvain Lobry, Camille Kurtz

CoRR, 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

CoRR, 2024

Integrating Expert Knowledge with Vision-Language Model for Medical Image Retrieval.

Xiaoyang Wei, Zografoula Vagena, Camille Kurtz, Florence Cloppet

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

SEQ-ALIGN: Self-Supervised Image Representation Learning from Multi-Sequence MRI.

Thibault Sauron, Carole Lazarus, Laure Fournier, Camille Kurtz, Florence Cloppet

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging Through Data-Centric Strategies.

Amine Marzouki, Zhuxian Guo, Qinghe Zeng, Camille Kurtz, Nicolas Loménie

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images.

Lucrezia Tosato, Hichem Boussaid, Flora Weissgerber, Camille Kurtz, Laurent Wendling, Sylvain Lobry

Proceedings of the IGARSS 2024, 2024

New Algorithms for Multivalued Component Trees.

Nicolas Passat, Romain Perrin, Jimmy Francky Randrianasoa, Camille Kurtz, Benoît Naegel

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma.

Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz

CoRR, 2023

An Extension of the Radial Line Model to Predict Spatial Relations.

Logan Servant, Camille Kurtz, Laurent Wendling

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Learning Representations for MR Image Retrieval: Contrastive Models Versus Other Supervision Strategies.

Thibault Sauron, Carole Lazarus, Camille Kurtz, Florence Cloppet

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma.

Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

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

Learning an Adaptation Function to Assess Image Visual Similarities.

Olivier Risser-Maroix, Amine Marzouki, Hala Djeghim, Camille Kurtz, Nicolas Loménie

CoRR, 2022

Discovering Respects for Visual Similarity.

Olivier Risser-Maroix, Camille Kurtz, Nicolas Loménie

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Hologram Detection for Identity Document Authentication.

Oumayma Kada, Camille Kurtz, Cuong van Kieu, Nicole Vincent

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation.

Lucas Colomines, Camille Kurtz, Anne Puissant, Nicole Vincent

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Text-guided visual representation learning for medical image retrieval systems.

Guillaume Sérieys, Camille Kurtz, Laure Fournier, Florence Cloppet

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Embedding Spatial Relations in Visual Question Answering for Remote Sensing.

Maxime Faure, Sylvain Lobry, Camille Kurtz, Laurent Wendling

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Fine-Tune Your Classifier: Finding Correlations with Temperature.

Benjamin Chamand, Olivier Risser-Maroix, Camille Kurtz, Philippe Joly, Nicolas Loménie

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

AGAT: Building and evaluating binary partition trees for image segmentation.

Jimmy Francky Randrianasoa, Camille Kurtz, Eric Desjardin, Nicolas Passat

SoftwareX, 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, Nicolas Passat

Pattern Recognit., 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

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

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

Proceedings of the 16th International Joint Conference on Computer Vision, 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

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

Learning an Adaptation Function to Assess Image Visual Similarities.

Olivier Risser-Maroix, Camille Kurtz, Nicolas Loménie

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Violence Detection from Video under 2D Spatio-Temporal Representations.

Mohamed Chelali, Camille Kurtz, Nicole Vincent

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Editorial - Virtual Special Issue: "Hierarchical Representations: New Results and Challenges for Image Analysis".

Nicolas Passat, Camille Kurtz, Antoine Vacavant

Pattern Recognit. Lett., 2020

Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations.

Michaël Clément, Camille Kurtz, Laurent Wendling

Pattern Recognit., 2020

Image Time Series Classification based on a Planar Spatio-temporal Data Representation.

Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Enlacement and Interlacement Shape Descriptors.

Michaël Clément, Camille Kurtz, Laurent Wendling

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Spatio-Temporal Stability Analysis in Satellite Image Times Series.

Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

From Pixels to Random Walk Based Segments for Image Time Series Deep Classification.

Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Force Banner for the recognition of spatial relations.

Robin Deléarde, Camille Kurtz, Philippe Dejean, Laurent Wendling

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Classification of spatially enriched pixel time series with convolutional neural networks.

Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Component-Graph Construction.

Nicolas Passat, Benoît Naegel, Camille Kurtz

J. Math. Imaging Vis., 2019

Urban land cover analysis from satellite image time series based on temporal stability.

Mohamed Chelali, Camille Kurtz, Anne Puissant, Nicole Vincent

Proceedings of the Joint Urban Remote Sensing Event, 2019

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

Proceedings of the Discrete Geometry for Computer Imagery, 2019

2018

Binary Partition Tree construction from multiple features for image segmentation.

Jimmy Francky Randrianasoa, Camille Kurtz, Eric Desjardin, Nicolas Passat

Pattern Recognit., 2018

Learning spatial relations and shapes for structural object description and scene recognition.

Michaël Clément, Camille Kurtz, Laurent Wendling

Pattern Recognit., 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

Assessment of Anti-tumor Immune Response in Colorectal Carcinomas from Whole Slide Images.

Tiédé Armand Djiro, Camille Kurtz, Nicolas Loménie

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

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

Implicit Component-Graph: A Discussion.

Nicolas Passat, Benoît Naegel, Camille Kurtz

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 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

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Local Enlacement Histograms for Historical Drop Caps Style Recognition.

Michaël Clément, Mickaël Coustaty, Camille Kurtz, Laurent Wendling

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Document Straight Line Based Segmentation for Complex Layout Extraction.

Héloïse Alhéritière, Florence Cloppet, Camille Kurtz, Jean-Marc Ogier, Nicole Vincent

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Fuzzy Directional Enlacement Landscapes.

Michaël Clément, Camille Kurtz, Laurent Wendling

Proceedings of the Discrete Geometry for Computer Imagery, 2017

2016

Description d'objets en couleurs à partir des relations spatiales entre régions structurelles.

Michaël Clément, Camille Kurtz, Laurent Wendling

Proceedings of the Fouille de Données Complexes, 2016

Bags of spatial relations and shapes features for structural object description.

Michaël Clément, Camille Kurtz, Laurent Wendling

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Utilisation de la couleur pour l'extraction de tableaux dans des images de documents.

Héloïse Alhéritière, Florence Cloppet, Camille Kurtz, Nicole Vincent

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

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

Color Object Recognition based on Spatial Relations between Image Layers.

Michaël Clément, Mickaël Garnier, Camille Kurtz, Laurent Wendling

Proceedings of the VISAPP 2015, 2015

Multi-image Segmentation: A Collaborative Approach Based on Binary Partition Trees.

Jimmy Francky Randrianasoa, Camille Kurtz, Eric Desjardin, Nicolas Passat

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 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

Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Semantic Retrieval of Radiological Images with Relevance Feedback.

Camille Kurtz, Paul-André Idoux, Avinash Thangali, Florence Cloppet, Christopher F. Beaulieu, Daniel L. Rubin

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

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

Connected Filtering Based on Multivalued Component-Trees.

Camille Kurtz, Benoît Naegel, Nicolas Passat

IEEE Trans. Image Process., 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

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

Multivalued Component-Tree Filtering.

Camille Kurtz, Benoît Naegel, Nicolas Passat

Proceedings of the 22nd International Conference on Pattern Recognition, 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

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Utilisation de relations ontologiques pour la comparaison d'images décrites par des annotations sémantiques.

Camille Kurtz, Daniel L. Rubin

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

A hierarchical semantic-based distance for nominal histogram comparison.

Camille Kurtz, Pierre Gançarski, Nicolas Passat, Anne Puissant

Data Knowl. Eng., 2013

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

PhD thesis, 2012

Spatio-temporal reasoning for the classification of satellite image time series.

François Petitjean, Camille Kurtz, Nicolas Passat, Pierre Gançarski

Pattern Recognit. Lett., 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

Domain adaptation for the extraction of complex urban patterns from multiresolution satellite images.

Camille Kurtz, Anne Puissant, Nicolas Passat, Pierre Gançarski

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A histogram semantic-based distance for multiresolution image classification.

Camille Kurtz, Nicolas Passat, Pierre Gançarski, Anne Puissant

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Une distance hiérarchique basée sur la sémantique pour la comparaison d'histogrammes nominaux.

Camille Kurtz

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

An interactive approach for extraction of urban patterns from multisource images.

Camille Kurtz, Anne Puissant, Nicolas Passat, Pierre Gançarski

Proceedings of the Joint Urban Remote Sensing Event, 2011

Hierarchical Segmentation of Multiresolution Remote Sensing Images.

Camille Kurtz, Nicolas Passat, Anne Puissant, Pierre Gançarski

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

A context-based approach for the classification of Satellite Image Time Series.

Camille Kurtz, François Petitjean, Pierre Gançarski

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011