@article{foula_PR_2025,
   title={Semantic aware representation learning for optimizing image retrieval systems in radiology},
   year={2025},
   journal={Pattern Recognition},
   volume={158},
   pages={111060},
   publisher={Elsevier},
   doi={https://doi.org/10.1016/j.patcog.2024.111060},
   author={Vagena, Z. and Wei, X. and Kurtz, C. and Cloppet, F.}
}
	

@article{Yacoubi2024,
   title={Editorial — Emerging Topics in Pattern Recognition and Artificial Intelligence},
   year={2024},
   journal={World Scientific: Series on Language Processing, Pattern Recognition, and Intelligent Systems},
   volume={9},
   pages={xx--xx},
   doi={https://doi.org/10.1142/13752},
   author={El-Yacoubi, M. and and Vincent, N. and Kurtz, C.}
}
	

@article{chauveron_CM_2023,
   title={Artificial Intelligence for Oral Squamous Cell Carcinoma Detection Based on Oral Photographs: A Comprehensive Literature Review},
   year={2023},
   journal={Cancer Medicine},
   volume={00},
   pages={01-12},
   publisher={Wiley},
   doi={https://doi.org/10.1002/cam4.6822},
   author={De Chauveron, J. and Unger, M. and Lescaille, G. and Wendling, L. and Kurtz, C. and Rochefort, J.}
}
	

@article{delearde_PR_2022,
   title={Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features},
   year={2022},
   journal={Pattern Recognition},
   volume={123},
   pages={108410},
   publisher={Elsevier},
   doi={https://doi.org/10.1016/j.patcog.2021.108410},
   author={Deléarde, R. and Kurtz, C. and Wendling, L.}
}
	

@article{chelaliCVIU2021,
   title={Deep-STaR: Classification of image time series based on spatio-temporal representations},
   year={2021},
   journal={Computer Vision and Image Understanding},
   volume={208--209},
   pages={103221},
   publisher={Elsevier},
   doi={10.1016/j.cviu.2021.103221},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@article{chelaliIJPRAI2020,
   title={Influence of data representations and deep architectures in image time series classification},
   year={2021},
   journal={International Journal of Pattern Recognition and Artificial Intelligence},
   volume={35},
   number={12},
   pages={2160001},
   publisher={World Scientific},
   doi={10.1142/S0218001421600016},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@article{GALLOIS2021,
   title={Pembrolizumab with Capox Bevacizumab in patients with microsatellite stable metastatic colorectal cancer and a high immune infiltrate: The FFCD 1703-POCHI trial},
   year={2021},
   journal={Digestive and Liver Disease},
   volume={53},
   number={10},
   pages={1254-1259},
   publisher={Elsevier},
   doi={https://doi.org/10.1016/j.dld.2021.06.009},
   author={Gallois, C. and Emile, J.F. and ..,  and Loménie, N. and Kurtz, C. and Taieb, J. and Tougeron, D.}
}
	

@article{randrianasoa_PR_2021,
   title={Supervised quality evaluation of binary partition trees for object segmentation},
   year={2021},
   journal={Pattern Recognition},
   volume={111},
   pages={107667},
   publisher={Elsevier},
   doi={10.1016/j.patcog.2020.107667},
   author={Randrianasoa, T. and Cettour-Janet, P. and Kurtz, C. and Desjardin, E. and Gançarski, P. and Bednarek, N. and Rousseau, F. and Passat, N.}
}
	

@article{randrianasoa_SX_2021,
   title={AGAT: Building and Evaluating Binary Partition Trees for Image Segmentation},
   year={2021},
   journal={SoftwareX},
   volume={16},
   pages={100855},
   publisher={Elsevier},
   doi={https://doi.org/10.1016/j.softx.2021.100855},
   author={Randrianasoa, T. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	

@article{clement_PR_2019,
   title={Fuzzy Directional Enlacement Landscapes for the Evaluation of Complex Spatial Relations},
   year={2020},
   journal={Pattern Recognition},
   volume={101},
   pages={167-185},
   publisher={Elsevier},
   doi={10.1016/j.patcog.2019.107185},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@article{PASSAT2020201,
   title={Editorial — Virtual Special Issue: “Hierarchical Representations: New Results and Challenges for Image Analysis”},
   year={2020},
   journal={Pattern Recognition Letters},
   volume={138},
   pages={201-203},
   doi={10.1016/j.patrec.2020.07.019},
   author={Passat, N. and Kurtz, C. and Vacavant, A.}
}
	

@article{passat_JMIV_2019,
   title={Component-graph construction},
   year={2019},
   journal={Journal of Mathematical Imaging and Vision},
   volume={61},
   number={6},
   pages={798-823},
   publisher={Springer},
   author={Passat, N. and Naegel, B. and Kurtz, C.}
}
	

@article{banerjee_JBI_2018,
   title={Relevance Feedback for Enhancing Content Based Image Retrieval and Automatic Prediction of Semantic Image Features: Application to Bone Tumor Radiographs},
   year={2018},
   journal={Journal of Biomedical Informatics},
   volume={84},
   pages={123-135},
   publisher={Elsevier},
   doi={10.1016/j.jbi.2018.07.002},
   author={Banerjee, I. and Kurtz, C. and Devorah, A. and Do, B. and Rubin, D. and Beaulieu, C.}
}
	

@article{clement_PR_2018,
   title={Learning Spatial Relations and Shapes for Structural Object Description and Scene Recognition},
   year={2018},
   journal={Pattern Recognition},
   volume={84},
   pages={197-2010},
   publisher={Elsevier},
   doi={10.1016/j.patcog.2018.06.017},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@article{randrianasoa_PR_2018,
   title={Binary Partition Tree Construction from Multiple Features for Image Segmentation},
   year={2018},
   journal={Pattern Recognition},
   volume={84},
   pages={237-250},
   publisher={Elsevier},
   doi={10.1016/j.patcog.2018.07.003},
   author={Randrianasoa, T. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	

@article{clement_PAMI_2017,
   title={Directional Enlacement Histograms for the Description of Complex Spatial Configurations between Objects},
   year={2017},
   journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
   volume={39},
   number={12},
   pages={2366-2380},
   publisher={IEEE Computer Society},
   doi={10.1109/TPAMI.2016.2645151},
   author={Clément, M. and Poulenard, A. and Kurtz, C. and Wendling, L.}
}
	

@article{grandbrochier_TIP_2015,
   title={Tree leaves extraction in natural images: Comparative study of pre-processing tools and segmentation methods},
   year={2015},
   journal={IEEE Transactions on Image Processing},
   volume={24},
   number={5},
   pages={1549-1560},
   publisher={IEEE Signal Processing Society},
   doi={10.1109/TIP.2015.2400214},
   author={Grand-Brochier, M. and Vacavant, A. and Cerutti, G. and Kurtz, C. and Weber, J. and Tougne, L.}
}
	

@article{depeursinge_TMI_2014,
   title={Predicting Visual Semantic Descriptive Terms from Radiological Image Data: Preliminary Results with Liver Lesions in CT},
   year={2014},
   journal={IEEE Transactions on Medical Imaging},
   volume={33},
   number={8},
   pages={1669-1676},
   publisher={IEEE Signal Processing Society},
   doi={10.1109/TMI.2014.2321347},
   author={Depeursinge, A. and Kurtz, C. and Napel, S. and Beaulieu, C. and Rubin, D.}
}
	

@article{kurtz_JBI_2014,
   title={A hierarchical knowledge-based approach for retrieving similar medical images described with semantic annotations},
   year={2014},
   journal={Journal of Biomedical Informatics},
   volume={49},
   number={1},
   pages={227-244},
   publisher={Elsevier},
   doi={10.1016/j.jbi.2014.02.018},
   author={Kurtz, C. and Beaulieu, C. and Napel, S. and Rubin, D.}
}
	

@article{kurtz_MIA_2014,
   title={On combining image-based and ontological semantic dissimilarities for medical image retrieval applications},
   year={2014},
   journal={Medical Image Analysis},
   volume={18},
   number={7},
   pages={1082-1100},
   publisher={Elsevier},
   doi={10.1016/j.media.2014.06.009},
   author={Kurtz, C. and Depeursinge, A. and Napel, S. and Beaulieu, C. and Rubin, D.}
}
	

@article{kurtz_TIP_2014,
   title={Connected Filtering Based on Multivalued Component-Trees},
   year={2014},
   journal={IEEE Transactions on Image Processing},
   volume={23},
   number={12},
   pages={5152-5164},
   publisher={IEEE Signal Processing Society},
   doi={10.1109/TIP.2014.2362053},
   author={Kurtz, C. and Naegel, B. and Passat, N.}
}
	

@article{kurtz_ISPRS_2014,
   title={Hierarchical extraction of landslides from multiresolution remotely sensed optical images},
   year={2014},
   journal={ISPRS Journal of Photogrammetry and Remote Sensing},
   volume={87},
   number={1},
   pages={122-136},
   publisher={Elsevier},
   doi={10.1016/j.isprsjprs.2013.11.003},
   author={Kurtz, C. and Stumpf, A. and Malet, J. and Gançarski, P. and Puissant, A. and Passat, N.}
}
	

@article{kurtz_TO_2014,
   title={Automated tracking of quantitative assessments of tumor burden in clinical trials},
   year={2014},
   journal={Translational Oncology},
   volume={7},
   number={1},
   pages={1-16},
   publisher={Elsevier},
   doi={10.1593/tlo.13796},
   author={Rubin, D. and Willrett, D. and O'Connor, M. and Hage, C. and Kurtz, C. and Moreira, D.}
}
	

@article{kurtz_DKE_2013,
   title={A hierarchical semantic-based distance for nominal histogram comparison},
   year={2013},
   journal={Data and Knowledge Engineering},
   volume={87},
   number={1},
   pages={206-225},
   publisher={Elsevier},
   doi={10.1016/j.datak.2013.06.002},
   author={Kurtz, C. and Gançarski, P. and Passat, N. and Puissant, A.}
}
	

@article{kurtz_PR_2012,
   title={Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology},
   year={2012},
   journal={Pattern Recognition},
   volume={45},
   number={2},
   pages={685-706},
   publisher={Elsevier},
   doi={10.1016/j.patcog.2011.07.017},
   author={Kurtz, C. and Passat, N. and Gançarski, P. and Puissant, A.}
}
	

@article{petitjean_PRL_2012,
   title={Spatio-temporal reasoning for the classification of satellite image time series},
   year={2012},
   journal={Pattern Recognition Letters},
   volume={33},
   number={13},
   pages={1805-1815},
   publisher={Elsevier},
   doi={10.1016/j.patrec.2012.06.009},
   author={Petitjean, F. and Kurtz, C. and Passat, N. and Gançarski, P.}
}
	

@article{kurtz_IJRS_2010,
   title={Multiresolution region-based clustering for urban analysis},
   year={2010},
   journal={International Journal of Remote Sensing},
   volume={31},
   number={22},
   pages={5941-5973},
   publisher={Taylor and Francis},
   doi={10.1080/01431161.2010.512312},
   author={Kurtz, C. and Passat, N. and Gançarski, P. and Puissant, A.}
}
	

@article{ZENG_IC_2023,
   title={Pathologie numérique et intelligence artificielle à l’ère de la médecine de précision},
   year={2023},
   journal={Revue Immunité \& Cancer},
   volume={7},
   number={3},
   pages={19-35},
   publisher={},
   author={Zeng, Q. and ..,  and Kurtz, C. and Loménie, N.}
}
	

@article{clement_RNTI_2016,
   title={Description d’objets en couleurs à partir des relations spatiales entre régions structurelles},
   year={2016},
   journal={Revue des Nouvelles Technologies de l'Information},
   volume={Fouille de Données Complexes, RNTI-E-31},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@article{kurtz_RFPT_2014,
   title={Approches multi-hiérarchiques pour l'analyse d'images de télédétection},
   year={2014},
   journal={Revue Française de Photogrammétrie et de Télédétection},
   volume={14},
   number={205},
   pages={19-35},
   publisher={SFPT},
   author={Kurtz, C. and Gançarski, P. and Puissant, A. and Passat, N.}
}
	

@inproceedings{servant_WACV_2025,
   title={Contrastive learning of image representations guided by spatial relations},
   year={2025},
   booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision -- WACV 2025},
   month={March},
   address={Tucson (Arizona, US)},
   pages={XX--XX},
   publisher={IEEE Computer Society},
   doi={},
   author={Servant, L. and Clément, M. and Wendling, L. and Kurtz, C.}
}
	

@inproceedings{wei_WACV_2025,
   title={Relaxing Binary Constraints in Contrastive Vision-Language Medical Representation Learning},
   year={2025},
   booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision -- WACV 2025},
   month={March},
   address={Tucson (Arizona, US)},
   pages={XX--XX},
   publisher={IEEE Computer Society},
   doi={},
   author={Wei, X. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{guo_MOVI_2024,
   title={Lymphoid infiltration assessment of the tumor margins in HES slides},
   year={2024},
   booktitle={Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis Workshop -- MOVI@MICCAI 2024},
   address={Marrakesh (Morocco)},
   pages={xx--xx},
   doi={xxx},
   author={Guo, Z. and Marzouki, A. and Emile, J.F. and Müller, H. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{marzouki_ISBI_2024,
   title={Optimizing lymphocyte detection in breast cancer whole slide imaging through data-centric strategies},
   year={2024},
   booktitle={Proceedings of the IEEE International Symposium on Biomedical Imaging -- ISBI 2024},
   month={May},
   address={Athens (Greece)},
   pages={1-4},
   publisher={IEEE Computer Society},
   doi={10.1109/ISBI56570.2024.10635338},
   author={Marzouki, A. and Guo, Z. and Zeng, Q. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{marzouki_SPIE_2024,
   title={Investigating staining variance effects on deep learning-based semantic segmentation in digital pathology},
   year={2024},
   booktitle={Proceedings of the SPIE Medical Imaging -- SPIE MED IM 2024},
   month={February},
   address={San Diego (USA)},
   pages={1-5},
   publisher={SPIE},
   doi={http://dx.doi.org/10.1117/12.3006724},
   author={Marzouki, A. and Vagena, Z. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{perrin_ICPR_2024,
   title={New Algorithms For Multivalued Component-Trees},
   year={2024},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2024},
   address={Kolkata (India)},
   pages={xx--xx},
   doi={xxx},
   author={Passat, N. and Perrin, R. and Randrianasoa, J. and Kurtz, C. and Naegel, B.}
}
	

@inproceedings{sauron_ISBI_2024,
   title={SEQ-ALIGN: Self-supervised image representation learning from multi-sequence MRI},
   year={2024},
   booktitle={Proceedings of the IEEE International Symposium on Biomedical Imaging -- ISBI 2024},
   month={May},
   address={Athens (Greece)},
   pages={1-4},
   publisher={IEEE Computer Society},
   doi={10.1109/ISBI56570.2024.10635498},
   author={Sauron, T. and Lazarus, C. and Fournier, L. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{tosato_IGARSS_2024,
   title={Segmentation-guided attention for visual question answering from remote sensing images},
   year={2024},
   booktitle={Proceedings of the IEEE International Geoscience and Remote Sensing Symposium -- IGARSS 2024},
   month={July},
   address={Athens (Greece)},
   pages={XX--XX},
   publisher={IEEE Geoscience and Remote Sensing Society},
   doi={},
   author={Tosato, L. and Boussaid, H. and Weissgerber, F. and Kurtz, C. and Wendling, L. and Lobry, S.}
}
	

@inproceedings{wei_ISBI_2024,
   title={Integrating expert knowledge with vision-language model to improve medical image retrieval},
   year={2024},
   booktitle={Proceedings of the IEEE International Symposium on Biomedical Imaging -- ISBI 2024},
   month={May},
   address={Athens (Greece)},
   pages={1-4},
   publisher={IEEE Computer Society},
   doi={10.1109/ISBI56570.2024.10635576},
   author={Wei, X. and Vagena, Z. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{guo_ISBI_2023,
   title={Hierarchical Transformer Encoder to Improve Entire Neoplasm Area Segmentation on Whole Slide Image of Hepatocellular Carcinoma},
   year={2023},
   booktitle={Proceedings of the IEEE International Symposium on Biomedical Imaging -- ISBI 2023},
   month={April},
   address={Cartagena de Indias (Colombia)},
   pages={1-5},
   publisher={IEEE Computer Society},
   doi={https://doi.org/10.1109/ISBI53787.2023.10230568},
   author={Guo, Z. and Wang, Q. and Müller, H. and Palpanas, T. and Loménie, N. and Kurtz, C.}
}
	

@inproceedings{sauron_ISBI_2023,
   title={Learning representations for MR image retrieval: Contrastive models versus other supervision strategies},
   year={2023},
   booktitle={Proceedings of the IEEE International Symposium on Biomedical Imaging -- ISBI 2023},
   month={April},
   address={Cartagena de Indias (Colombia)},
   pages={1-5},
   publisher={IEEE Computer Society},
   doi={https://doi.org/10.1109/ISBI53787.2023.10230339},
   author={Sauron, T. and Lazarus, C. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{servant_VISAP_2023,
   title={An extension of the Radial Line Model to predict spatial relations},
   year={2023},
   booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications -- VISAPP 2023},
   month={February},
   address={Lisbon (Portugal)},
   pages={187-195},
   publisher={SCITEPRESS Digital Library},
   doi={https://doi.org/10.5220/0011644300003417},
   author={Servant, L. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{risser-maroix_ICIP_2022,
   title={Fine-tune your classifier: Finding correlations with temperature},
   year={2022},
   booktitle={Proceedings of the IEEE International Conference on Image Processing -- ICIP 2022},
   month={October},
   address={Bordeaux (France)},
   pages={2766-2770},
   publisher={IEEE Computer Society},
   doi={10.1109/ICIP46576.2022.9897735},
   author={Chamand, B. and Risser-Maroix, O. and Kurtz, C. and Joly, P. and Loménie, N.}
}
	

@inproceedings{colomines_ICPRAI_2022,
   title={Dealing with incomplete land-cover database annotations applied to satellite image time series semantic segmentation},
   year={2022},
   booktitle={Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence -- ICPRAI 2022},
   volume={13296},
   editor={El-Yacoubi, M.e.a.},
   month={June},
   address={Paris (France)},
   pages={211-222},
   publisher={Springer},
   author={Colomines, L. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{faure_ICPR_2022,
   title={Embedding spatial relations in Visual Question Answering for remote sensing},
   year={2022},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2022},
   month={January},
   address={Montréal (Canada)},
   pages={310-316},
   publisher={IEEE Computer Society},
   author={Faure, M. and Lobry, S. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{kada_ICPRAI_2022,
   title={Hologram detection for identity document authentication},
   year={2022},
   booktitle={Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence -- ICPRAI 2022},
   volume={13296},
   editor={El-Yacoubi, M.e.a.},
   month={June},
   address={Paris (France)},
   pages={346-357},
   publisher={Springer},
   author={Kada, O. and Kurtz, C. and van Kieu, C. and Vincent, N.}
}
	

@inproceedings{risser-maroix_SSPR_2022,
   title={Discovering respects for visual similarity},
   year={2022},
   booktitle={Proceedings of the IAPR Joint International Workshops on Statistical, Structural and Syntactic Techniques Pattern in Recognition -- S+SSPR 2022},
   volume={13813},
   month={August},
   address={Montréal (Cananda)},
   pages={1-10},
   publisher={Springer},
   doi={https://doi.org/10.1007/978-3-031-23028-8_14},
   author={Risser-Maroix, O. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{serieys_ICPR_2022,
   title={Text-guided visual representation learning for medical image retrieval systems},
   year={2022},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2022},
   month={January},
   address={Montréal (Canada)},
   pages={593-598},
   publisher={IEEE Computer Society},
   author={Sérieys, G. and Kurtz, C. and Fournier, L. and Cloppet, F.}
}
	

@inproceedings{chelali_ICIP_2021,
   title={Violence detection from video under 2D spatio-temporal representations},
   year={2021},
   booktitle={Proceedings of the IEEE International Conference on Image Processing -- ICIP 2021},
   month={September},
   address={Anchorage (Alaska, US)},
   pages={2593-2597},
   publisher={IEEE Computer Society},
   doi={https://doi.org/10.1109/ICIP42928.2021.9506142},
   author={Chelali, M. and Kurtz, C. and Vincent, N.}
}
	

@inproceedings{delearde_VISAP_2021,
   title={Segment my object: A pipeline to extract segmented objects in images based on labels or bounding boxes},
   year={2021},
   booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications -- VISAPP 2021},
   month={February},
   address={Vienna (Austria)},
   pages={618-625},
   publisher={SCITEPRESS Digital Library},
   doi={10.5220/0010324006180625},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	

@inproceedings{leghettas_ICMV_2021,
   title={Combination of visual and semantic criteria for automated selection of region proposals in a bounding box},
   year={2021},
   booktitle={Proceedings of the International Conference on Computer Machine Vision -- ICMV 2021},
   month={November},
   address={Rome (Italy)},
   pages={230-238},
   publisher={SPIE},
   doi={10.1117/12.2622448},
   author={Leghettas, M. and Deléarde, R. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{risser-maroix_ICIP_2021,
   title={Learning an adaptation function to assess image visual similarities},
   year={2021},
   booktitle={Proceedings of the IEEE International Conference on Image Processing -- ICIP 2021},
   month={September},
   address={Anchorage (Alaska, US)},
   pages={2498-2502},
   publisher={IEEE Computer Society},
   doi={https://doi.org/10.1109/ICIP42928.2021.9506129},
   author={Risser-Maroix, O. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{chelali_ICPR_2020,
   title={Classification of spatially enriched pixel time series with convolutional neural networks},
   year={2020},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2020},
   month={January},
   address={Milano (Italia)},
   pages={5310-5317},
   publisher={IEEE Computer Society},
   doi={10.1109/ICPR48806.2021.9412892},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{chelali_RW_ICPRAI_2020,
   title={From pixels to Random Walk based segments for image time series deep classification},
   year={2020},
   booktitle={Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence -- ICPRAI 2020},
   volume={12068},
   editor={Lu, Y.e.a.},
   month={October},
   address={Zhongshan (China)},
   pages={339-351},
   publisher={Springer},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{chelali_VISAPP_2020,
   title={Image time series classification based on a planar spatio-temporal data representation},
   year={2020},
   booktitle={International Conference on Computer Vision Theory and Applications -- VISAPP 2020},
   month={March},
   address={Valletta (Malta)},
   pages={276-283},
   publisher={SCITEPRESS Digital Library},
   doi={10.5220/0008949202760283},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{chelali_TT_ICPRAI_2020,
   title={Spatio-temporal stability analysis in Satellite Image Times Series},
   year={2020},
   booktitle={Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence -- ICPRAI 2020},
   volume={12068},
   editor={Lu, Y.e.a.},
   month={October},
   address={Zhongshan (China)},
   pages={484-499},
   publisher={Springer},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{clement_ICPRAI_2020,
   title={Enlacement and Interlacement Shape Descriptors},
   year={2020},
   booktitle={Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence -- ICPRAI 2020},
   volume={12068},
   editor={Lu, Y.e.a.},
   month={October},
   address={Zhongshan (China)},
   pages={525-537},
   publisher={Springer},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{delearde_ICPR_2020,
   title={Force Banner for the recognition of spatial relations},
   year={2020},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2020},
   month={January},
   address={Milano (Italia)},
   pages={6065-6072},
   publisher={IEEE Computer Society},
   doi={10.1109/ICPR48806.2021.9412316},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	

@inproceedings{alheritiere_DGCI_2019,
   title={Straight line reconstruction for fully materialized table extraction in degraded document images},
   year={2019},
   booktitle={Proceedings of the International Conference on Discrete Geometry for Computer Imagery -- DGCI 2019},
   volume={11414},
   editor={Couprie, M.e.a.},
   month={March},
   address={Paris (France)},
   pages={317-329},
   publisher={Springer},
   doi={10.1007/978-3-030-14085-4\_25},
   author={Alhéritière, H. and Amaïeur, W. and Cloppet, F. and Kurtz, C. and Ogier, J. and Vincent, N.}
}
	

@inproceedings{chelali_JURSE_2019,
   title={Urban land cover analysis from satellite image time series based on temporal stability},
   year={2019},
   booktitle={Proceedings of the IEEE Joint Urban Remote Sensing Event -- JURSE 2019},
   month={May},
   address={Vannes (France)},
   pages={1-4},
   publisher={IEEE Geoscience and Remote Sensing Society},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{djiro_ICIAR_2018,
   title={Assessment of anti-tumor immune response in colorectal carcinomas from Whole Slide Images},
   year={2018},
   booktitle={Proceedings of the International Conference on Image Analysis and Recognition -- ICIAR 2018},
   volume={10882},
   editor={Campilho, A.e.a.},
   month={June},
   address={Póvoa de Varzim (Portugal)},
   pages={1-10},
   publisher={Springer},
   author={Djiro, T. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{randrianasoa_ICPRAI_2018,
   title={Intrinsic Quality Analysis of Binary Partition Trees},
   year={2018},
   booktitle={Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence -- ICPRAI 2018},
   month={May},
   address={Montréal (Canada)},
   pages={114-119},
   author={Randrianasoa, T. and Kurtz, C. and Gançarski, P. and Desjardin, E. and Passat, N.}
}
	

@inproceedings{alheritiere_ICDAR_2017,
   title={A document straight line based segmentation for complex layout extraction},
   year={2017},
   booktitle={Proceedings of the IAPR International Conference on Document Analysis and Recognition -- ICDAR 2017},
   month={November},
   address={Kyoto (Japan)},
   pages={1126-1131},
   doi={10.1109/ICDAR.2017.186},
   author={Alhéritière, H. and Cloppet, F. and Kurtz, C. and Ogier, J. and Vincent, N.}
}
	

@inproceedings{clement_ICDAR_2017,
   title={Local Enlacement Histograms for Historical Drop Caps Style Recognition},
   year={2017},
   booktitle={Proceedings of the IAPR International Conference on Document Analysis and Recognition -- ICDAR 2017},
   month={November},
   address={Kyoto (Japan)},
   pages={299-304},
   author={Clément, M. and Coustaty, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{clement_DGCI_2017,
   title={Fuzzy Directional Enlacement Landscapes},
   year={2017},
   booktitle={Proceedings of the International Conference on Discrete Geometry for Computer Imagery -- DGCI 2017},
   volume={10502},
   editor={Kropatsch, W.e.a.},
   month={September},
   address={Vienna (Austria)},
   pages={171-182},
   publisher={Springer},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{passat_ISMM_2017,
   title={Implicit Component-Graph: A Discussion},
   year={2017},
   booktitle={Proceedings of the International Symposium on Mathematical Morphology -- ISMM 2017},
   volume={10225},
   editor={Angulo, J.e.a.},
   month={May},
   address={Fontainebleau (France)},
   pages={215-226},
   publisher={Springer},
   author={Passat, N. and Naegel, B. and Kurtz, C.}
}
	

@inproceedings{randrianasoa_ICIP_2017,
   title={Supervised evaluation of the quality of binary partition trees based on uncertain semantic ground-truth for image segmentation purpose},
   year={2017},
   booktitle={Proceedings of the IEEE International Conference on Image Processing -- ICIP 2017},
   month={September},
   address={Beijing (China)},
   pages={3874-3878},
   author={Randrianasoa, T. and Kurtz, C. and Gançarski, P. and Desjardin, E. and Passat, N.}
}
	

@inproceedings{clement_ICPR_2016,
   title={Bags of Spatial Relations and Shapes Features for Structural Object Description},
   year={2016},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2016},
   month={December},
   address={Cancun (Mexico)},
   pages={1995-2000},
   publisher={IEEE Computer Society},
   doi={10.1109/ICPR.2016.7899929},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{padilla_IPTA_2015,
   title={Multicriteria 3D PET image segmentation},
   year={2015},
   booktitle={Proceedings of the International Conference on Image Processing Theory, Tools and Applications -- IPTA 2015},
   month={November},
   address={Orléans (France)},
   pages={346-351},
   publisher={IEEE Signal Processing Society},
   doi={10.1109/IPTA.2015.7367162},
   author={Alvarez Padilla, F. and Grossiord, E. and Romaniuk, B. and Naegel, B. and Kurtz, C. and Talbot, H. and Najman, L. and Guillemot, L. and Papathanassiou, D. and Passat, N.}
}
	

@inproceedings{clement_VISAPP_2015,
   title={Color object recognition based on spatial relations between image layers},
   year={2015},
   booktitle={International Conference on Computer Vision Theory and Applications -- VISAPP 2015},
   month={March},
   address={Berlin (Germany)},
   pages={427-434},
   publisher={SCITEPRESS Digital Library},
   doi={10.5220/0005291304270434},
   author={Clément, M. and Garnier, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{kurtz_MRMD_2015,
   title={Semantic retrieval of radiological images with relevance feedback},
   year={2015},
   booktitle={Proceedings of the Multimodal Retrieval in the Medical Domain workshop -- MRMD@ECIR 2015},
   volume={9059},
   editor={Müller, H.},
   month={April},
   address={Vienna (Austria)},
   pages={11-25},
   publisher={Springer},
   doi={10.1007/978-3-319-24471-6_2},
   author={Kurtz, C. and Idoux, P. and Thangali, A. and Cloppet, F. and Beaulieu, C. and Rubin, D.}
}
	

@inproceedings{randrianasoa_ISMM_2015,
   title={Multi-image segmentation: A collaborative approach based on binary partition trees},
   year={2015},
   booktitle={Proceedings of the International Symposium on Mathematical Morphology -- ISMM 2015},
   volume={9082},
   editor={Benediktsson, J.e.a.},
   month={July},
   address={Reykjavik (Iceland)},
   pages={253-264},
   publisher={Springer},
   doi={10.1007/978-3-319-18720-4_22},
   author={Randrianasoa, T. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	

@inproceedings{kurtz_ICIP_2014,
   title={A semantic framework for the retrieval of similar radiological images based on medical annotations},
   year={2014},
   booktitle={Proceedings of the IEEE International Conference on Image Processing -- ICIP 2014},
   month={October},
   address={Paris (France)},
   pages={2241-2245},
   publisher={IEEE Signal Processing Society},
   doi={10.1109/ICIP.2014.7025454},
   author={Kurtz, C. and Depeursinge, A. and Beaulieu, C. and Rubin, D.}
}
	

@inproceedings{kurtz_ICPR_2014,
   title={Multivalued component-tree filtering},
   year={2014},
   booktitle={Proceedings of the IEEE International Conference on Pattern Recognition -- ICPR 2014},
   month={August},
   address={Stockholm (Sweden)},
   pages={1008-1013},
   publisher={IEEE Computer Society},
   doi={10.1109/ICPR.2014.183},
   author={Kurtz, C. and Naegel, B. and Passat, N.}
}
	

@inproceedings{kurtz_ICIP_2012,
   title={A histogram semantic-based distance for multiresolution image classification},
   year={2012},
   booktitle={Proceedings of the IEEE International Conference on Image Processing -- ICIP 2012},
   month={September},
   address={Orlando (USA)},
   pages={1157-1160},
   publisher={IEEE Signal Processing Society},
   doi={10.1109/ICIP.2012.6467070},
   author={Kurtz, C. and Passat, N. and Gançarski, P. and Puissant, A.}
}
	

@inproceedings{kurtz_IGARSS_2012,
   title={Domain adaptation for the extraction of complex urban patterns from multiresolution satellite images},
   year={2012},
   booktitle={Proceedings of the IEEE International Geoscience and Remote Sensing Symposium -- IGARSS 2012},
   month={July},
   address={Munich (Germany)},
   pages={1773-1776},
   publisher={IEEE Geoscience and Remote Sensing Society},
   doi={10.1109/IGARSS.2012.6351172},
   author={Kurtz, C. and Puissant, A. and Passat, N. and Gançarski, P.}
}
	

@inproceedings{kurtz_ISMM_2011,
   title={Hierarchical segmentation of multiresolution remote sensing images},
   year={2011},
   booktitle={Proceedings of the International Symposium on Mathematical Morphology -- ISMM 2011},
   volume={6671},
   editor={Soille, P. and Pesaresi, M. and Ouzounis, G.},
   month={July},
   address={Intra (Italy)},
   pages={343-354},
   publisher={Springer},
   doi={10.1007/978-3-642-21569-8_30},
   author={Kurtz, C. and Passat, N. and Puissant, A. and Gançarski, P.}
}
	

@inproceedings{kurtz_IGARSS_2011,
   title={A context-based approach for the classification of satellite image time series},
   year={2011},
   booktitle={Proceedings of the IEEE International Geoscience and Remote Sensing Symposium -- IGARSS 2011},
   month={July},
   address={Vancouver (Canada)},
   pages={495-498},
   publisher={IEEE Geoscience and Remote Sensing Society},
   doi={10.1109/IGARSS.2011.6049173},
   author={Kurtz, C. and Petitjean, F. and Gançarski, P.}
}
	

@inproceedings{kurtz_JURSE_2011,
   title={An interactive approach for extraction of urban patterns from multisource images},
   year={2011},
   booktitle={Proceedings of the IEEE Joint Urban Remote Sensing Event -- JURSE 2011},
   month={April},
   address={Munich (Germany)},
   pages={321-324},
   publisher={IEEE Geoscience and Remote Sensing Society},
   doi={10.1109/JURSE.2011.5764784},
   author={Kurtz, C. and Puissant, A. and Passat, N. and Gançarski, P.}
}
	

@inbook{kurtzPRAI2021,
   title={Optimal Choices of Features in Image Analysis},
   year={2021},
   booktitle={Advances in Pattern Recognition and Artificial Intelligence},
   editor={Suen, C.Y.},
   pages={161-182},
   publisher={World Scientific},
   doi={10.1142/9789811239014_0010},
   author={Kurtz, C. and Vincent, N.}
}
	

@book{udpn2019,
   title={Images Et Patrimoine Numérisé - Enjeux Et Nouveaux Usages},
   year={2019},
   editor={Beugnet, M. and Bohet, B.},
   publisher={Éditions Le Bord de l'eau},
   author={Vincent, N. and Kurtz, C.}
}
	

@inproceedings{kurtz_EGU_2015,
   title={Automated detection of landslides with a hierarchical multi-resolution image analysis approach},
   year={2015},
   booktitle={Proceedings of the European Geosciences Union General Assembly -- EGU 2015},
   month={April},
   address={Vienna (Austria)},
   publisher={Geophysical Research Abstracts},
   author={Kurtz, C. and Stumpf, A. and Malet, J. and Gançarski, P. and Puissant, A. and Passat, N.}
}
	

@inproceedings{depeursinge_BCATS_2014,
   title={Texture-Based Computational Models of Biomedical Tissue in Radiological Images: Unveiling the Invisible},
   year={2014},
   booktitle={Proceedings of the 14th annual Symposium Biomedical Computation at Stanford -- BCATS 2014},
   month={January},
   address={Palo Alto (USA)},
   publisher={Stanford Community},
   author={Depeursinge, A. and Kurtz, C. and Napel, S. and Beaulieu, C. and Rubin, D.}
}
	

@inproceedings{rubin_RSNA_213,
   title={ePAD: Enabling Routine Imaging Assessment of Cancer Treatment Response in the Clinical Workflow},
   year={2013},
   booktitle={Proceedings of the RSNA Scientific Annual Meeting -- RSNA 2013},
   month={November},
   address={Chicago (USA)},
   publisher={Radiological Society of North America},
   author={Rubin, D. and Willrett, D. and Kurtz, C.}
}
	

@inproceedings{randrianasoa_RFIAP_2024,
   title={New Algorithms For Multivalued Component-Trees},
   year={2024},
   booktitle={Proceedings of the Congrès Reconnaissance des Formes, Image, Apprentissage et Perception -- RFIAP 2024},
   month={July},
   address={Lille (France)},
   pages={XX--XX},
   author={Randrianasoa, T. and Kurtz, C. and Naegel, B. and Passat, N.}
}
	

@inproceedings{servant_RFIAP_2024,
   title={Modélisation d’une version étendue du Radial Line Model pour prédire des relations spatiales},
   year={2024},
   booktitle={Proceedings of the Congrès Reconnaissance des Formes, Image, Apprentissage et Perception -- RFIAP 2024},
   month={July},
   address={Lille (France)},
   pages={XX--XX},
   author={Servant, L. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{robin_ORASIS_2021,
   title={Description et reconnaissance de relations spatiales avec le bandeau de forces},
   year={2021},
   booktitle={Proceedings of the Congrès des Jeunes Chercheurs en Vision par Ordinateur -- ORASIS 2021},
   month={September},
   address={Toulouse (France)},
   pages={1-7},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	

@inproceedings{olivier_ORASIS_2021,
   title={Fonction d'adaptation pour similarité visuelle},
   year={2021},
   booktitle={Proceedings of the Congrès des Jeunes Chercheurs en Vision par Ordinateur -- ORASIS 2021},
   month={September},
   address={Toulouse (France)},
   pages={1-7},
   author={Risser-Maroix, O. and Marzouki, A. and Djeghim, H. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{mael_SIFED_2020,
   title={Segmentation couleur d’un document par canaux dominants},
   year={2020},
   booktitle={Proceedings of the Colloque International Francophone sur l’Écrit et le Document -- SIFED 2020},
   month={March},
   address={Online (France)},
   pages={1-6},
   author={Bourreau, M. and Kurtz, C. and Kieu, C. and Vincent, N.}
}
	

@inproceedings{chelali_APTA_2020,
   title={Classification de séries temporelles d’images basée sur une représentation planaire spatio-temporelle},
   year={2020},
   booktitle={Proceedings of the Atelier Apprentissage Profond: Théorie et Applications, Journées Francophones Extraction et Gestion des Connaissances (EGC 2020) -- APTA 2020},
   month={January},
   address={Bruxelles (Belgique)},
   pages={25-36},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{chelali_RFIA_2020,
   title={Des pixels aux segments pour la classification de séries temporelles d'images via des réseaux de neurones convolutionnels},
   year={2020},
   booktitle={Proceedings of the Congrès National sur la Reconnaissance des Formes et l'Intelligence Artificielle -- RFIA 2020},
   month={July},
   address={Vannes (France)},
   pages={1-7},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{clement_ORASIS_2017,
   title={Sacs de relations spatiales et de formes pour la reconnaissance d'images de scènes naturelles},
   year={2017},
   booktitle={Proceedings of the Congrès des Jeunes Chercheurs en Vision par Ordinateur -- ORASIS 2017},
   month={June},
   address={Colleville-sur-Mer (France)},
   pages={1-7},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{radrianasoa_FDC_2017,
   title={Réflexions sur l’évaluation supervisée de la qualité d’un arbre binaire de partitions d’image},
   year={2017},
   booktitle={Proceedings of the Atelier Fouille de Données Complexes, Journées Francophones Extraction et Gestion des Connaissances (EGC 2017) -- FDC 2017},
   month={January},
   address={Grenoble (France)},
   pages={25-36},
   author={Randrianasoa, T. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	

@inproceedings{alheritiere_CIFED_2016,
   title={Utilisation de la couleur pour l’extraction de tableaux dans des images de documents},
   year={2016},
   booktitle={Proceedings of the Colloque International Francophone sur l’Écrit et le Document -- CIFED 2016},
   month={March},
   address={Toulouse (France)},
   pages={349-364},
   author={Alhéritière, H. and Kurtz, C. and Cloppet, F. and Vincent, N.}
}
	

@inproceedings{clement_RFIA_2016,
   title={Descripteurs directionnels d'enlacement et d'entrelacement entre objets},
   year={2016},
   booktitle={Proceedings of the Congrès National sur la Reconnaissance des Formes et l'Intelligence Artificielle -- RFIA 2016},
   month={July},
   address={Clermont-Ferrand (France)},
   pages={1-7},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{clement_FDC_2015,
   title={Descripteurs de relations spatiales entre régions structurelles pour la reconnaissance d'objets en couleurs},
   year={2015},
   booktitle={Proceedings of the Atelier Fouille de Données Complexes, Journées Francophones Extraction et Gestion des Connaissances (EGC 2015) -- FDC 2015},
   month={January},
   address={Luxembourg (Luxembourg)},
   pages={25-36},
   publisher={Revue des Nouvelles Technologies de l'Information},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{kurtz_ICOPA_2014,
   title={Intégration de connaissances sémantiques pour la recherche d'images médicales similaires dans des bases de données},
   year={2014},
   booktitle={Proceedings of the Atelier Intégration de Connaissances au sein des Processus d'Analyse d'images, Congrès national sur la Reconnaissance de Formes et l'Intelligence Artificielle (RFIA 2014) -- ICOPA 2014},
   month={July},
   address={Rouen (France)},
   pages={1-7},
   author={Kurtz, C. and Rubin, D.}
}
	

@inproceedings{kurtz_EGC_2014,
   title={Utilisation de relations ontologiques pour la comparaison d'images décrites par des annotations sémantiques},
   year={2014},
   booktitle={Proceedings of the Conférence Internationale Francophone sur l'Extraction et la Gestion de Connaissance -- EGC 2014},
   month={January},
   address={Rennes (France)},
   pages={26-34},
   publisher={Revue des Nouvelles Technologies de l'Information},
   author={Kurtz, C. and Rubin, D.}
}
	

@inproceedings{kurtz_EGC_2012,
   title={Une distance hiérarchique basée sur la sémantique pour la comparaison d'histogrammes nominaux},
   year={2012},
   booktitle={Proceedings of the Conférence Internationale Francophone sur l'Extraction et la Gestion de Connaissance -- EGC 2012},
   month={January},
   address={Bordeaux (France)},
   pages={77-88},
   publisher={Revue des Nouvelles Technologies de l'Information},
   author={Kurtz, C.}
}
	

@inproceedings{kurtz_FDC_2011,
   title={Classification non supervisée de données satellites multirésolution},
   year={2011},
   booktitle={Proceedings of the Atelier Fouille de Données Complexes, Journées Francophones Extraction et Gestion des Connaissances (EGC 2011) -- FDC 2011},
   month={January},
   address={Brest (France)},
   pages={143-152},
   publisher={Revue des Nouvelles Technologies de l'Information},
   author={Kurtz, C.}
}
	

@inproceedings{kurtz_SFC_2011,
   title={Extraction de connaissances hiérarchisées à partir d'images multirésolutions : application à la télédétection},
   year={2011},
   booktitle={Proceedings of the Rencontres de la Société Francophone de Classification -- SFC 2011},
   month={October},
   address={Orléans (France)},
   pages={56-62},
   author={Kurtz, C.}
}
	

@phdthesis{kurtz_PHD_2012,
   title={Approche collaborative segmentation-classification pour l'analyse descendante d'images multirésolutions},
   year={2012},
   month={September},
   school={Université de Strasbourg (LSIIT UMR CNR/UdS 7005), Funding: French national grant (2009-2012)},
   author={Kurtz, C.}
}