@article{DBLP_journals_staeors_RousseLDGW24,
   title={Domain Adaptation for Mapping LCZs in Sub-Saharan Africa With Remote Sensing: A Comprehensive Approach to Health Data Analysis},
   year={2024},
   journal={IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
   volume={17},
   pages={13016-13029},
   doi={10.1109/JSTARS.2024.3421284},
   author={Rousse, B. and Lobry, S. and Duthé, G. and Golaz, V. and Wendling, L.}
}
	

@article{DBLP_journals_prl_KarineNJ24,
   title={Channel-spatial knowledge distillation for efficient semantic segmentation},
   year={2024},
   journal={Pattern Recognit. Lett.},
   volume={180},
   pages={48-54},
   doi={10.1016/J.PATREC.2024.02.027},
   author={Karine, A. and Napoléon, T. and Jridi, M.}
}
	

@article{DBLP_journals_ijig_GaddourKV23,
   title={A New Method for Arabic Text Detection in Natural Scene Images},
   year={2023},
   journal={Int. J. Image Graph.},
   volume={23},
   number={1},
   pages={2350010:1--2350010:31},
   doi={10.1142/S0219467823500109},
   author={Gaddour, H. and Kanoun, S. and Vincent, N.}
}
	

@article{DBLP_journals_access_BourbiaKCHJ23,
   title={No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network},
   year={2023},
   journal={IEEE Access},
   volume={11},
   pages={26759-26772},
   doi={10.1109/ACCESS.2023.3247191},
   author={Bourbia, S. and Karine, A. and Chetouani, A. and Hassouni, M.E. and Jridi, M.}
}
	

@article{DBLP_journals_pr_DeleardeKW22,
   title={Description and recognition of complex spatial configurations of object pairs with Force Banner 2D features},
   year={2022},
   journal={Pattern Recognit.},
   volume={123},
   pages={108410},
   doi={10.1016/J.PATCOG.2021.108410},
   author={Deléarde, R. and Kurtz, C. and Wendling, L.}
}
	

@article{DBLP_journals_pami_FatrasDLFTC22,
   title={Wasserstein Adversarial Regularization for Learning With Label Noise},
   year={2022},
   journal={IEEE Trans. Pattern Anal. Mach. Intell.},
   volume={44},
   number={10},
   pages={7296-7306},
   doi={10.1109/TPAMI.2021.3094662},
   author={Fatras, K. and Damodaran, B.B. and Lobry, S. and Flamary, R. and Tuia, D. and Courty, N.}
}
	

@inproceedings{DBLP_conf_isbi_SauronLFKC24,
   title={SEQ-ALIGN: Self-Supervised Image Representation Learning from Multi-Sequence MRI},
   year={2024},
   booktitle={IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/ISBI56570.2024.10635498},
   author={Sauron, T. and Lazarus, C. and Fournier, L. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{DBLP_conf_isbi_WeiVKC24,
   title={Integrating Expert Knowledge with Vision-Language Model for Medical Image Retrieval},
   year={2024},
   booktitle={IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/ISBI56570.2024.10635576},
   author={Wei, X. and Vagena, Z. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{DBLP_conf_igarss_TosatoBWKWL24,
   title={Segmentation-Guided Attention for Visual Question Answering from Remote Sensing Images},
   year={2024},
   booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, July 7-12, 2024},
   pages={2750-2754},
   publisher={IEEE},
   doi={10.1109/IGARSS53475.2024.10642082},
   author={Tosato, L. and Boussaid, H. and Weissgerber, F. and Kurtz, C. and Wendling, L. and Lobry, S.}
}
	

@inproceedings{DBLP_conf_isbi_MarzoukiGZKL24,
   title={Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging Through Data-Centric Strategies},
   year={2024},
   booktitle={IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/ISBI56570.2024.10635338},
   author={Marzouki, A. and Guo, Z. and Zeng, Q. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{DBLP_conf_jurse_RousseLDGW23,
   title={Seasonal semi-supervised domain adaptation for linking population studies and Local Climate Zones},
   year={2023},
   booktitle={Joint Urban Remote Sensing Event, JURSE 2023, Heraklion, Greece, May 17-19, 2023},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/JURSE57346.2023.10144163},
   author={Rousse, B. and Lobry, S. and Duthé, G. and Golaz, V. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_isbi_GuoWMPLK23,
   title={A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma},
   year={2023},
   booktitle={20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023},
   pages={1-5},
   publisher={IEEE},
   doi={10.1109/ISBI53787.2023.10230568},
   author={Guo, Z. and Wang, Q. and M\uller, H. and Palpanas, T. and Loménie, N. and Kurtz, C.}
}
	

@inproceedings{DBLP_conf_visapp_ServantKW23,
   title={An Extension of the Radial Line Model to Predict Spatial Relations},
   year={2023},
   booktitle={Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP, Lisbon, Portugal, February 19-21, 2023},
   editor={Radeva, P. and Farinella, G.M. and Bouatouch, K.},
   pages={187-195},
   publisher={SCITEPRESS},
   doi={10.5220/0011644300003417},
   author={Servant, L. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_f-egc_BohetV23,
   title={Analyse comparative de méthodes d'apprentissage pour la catégorisation d'un texte selon sa langue de rédaction},
   year={2023},
   booktitle={Extraction et Gestion des Connaissances, EGC 2023, Lyon, France, 16 - 20 janvier 2023},
   volume={E-39},
   editor={Faron, C. and Loudcher, S.},
   pages={345-352},
   publisher={Editions RNTI},
   author={Bohet, B. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icip_LeygonieLVW23,
   title={Transforming Multidimensional Data into Images to Overcome the Curse of Dimensionality},
   year={2023},
   booktitle={IEEE International Conference on Image Processing, ICIP 2023, Kuala Lumpur, Malaysia, October 8-11, 2023},
   pages={700-704},
   publisher={IEEE},
   doi={10.1109/ICIP49359.2023.10222192},
   author={Leygonie, R. and Lobry, S. and Vimont, G. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_bmvc_LeygonieLW23,
   title={An a contrario approach for plant disease detection},
   year={2023},
   booktitle={34th British Machine Vision Conference Workshop Proceedings, BMVC Workshop 2023, Aberdeen, UK, November 20-24, 2023},
   publisher={BMVA Press},
   author={Leygonie, R. and Lobry, S. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_igarss_LetheuleWLC23,
   title={Automatic Simulation of SAR Images: Comparing a Deep-Learning Based Method to a Hybrid Method},
   year={2023},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, Pasadena, CA, USA, July 16-21, 2023},
   pages={4958-4961},
   publisher={IEEE},
   doi={10.1109/IGARSS52108.2023.10282024},
   author={Letheule, N. and Weissgerber, F. and Lobry, S. and Colin, E.}
}
	

@inproceedings{DBLP_conf_isbi_SauronLKC23,
   title={Learning Representations for MR Image Retrieval: Contrastive Models Versus Other Supervision Strategies},
   year={2023},
   booktitle={20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023},
   pages={1-5},
   publisher={IEEE},
   doi={10.1109/ISBI53787.2023.10230339},
   author={Sauron, T. and Lazarus, C. and Kurtz, C. and Cloppet, F.}
}
	

@inproceedings{DBLP_conf_cbmi_BourbiaKCHJ23,
   title={Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment},
   year={2023},
   booktitle={20th International Conference on Content-based Multimedia Indexing, CBMI 2023, Orleans, France, September 20-22, 2023},
   editor={Chetouani, A. and Bailer, W. and Gurrin, C. and Beno\^\it, A.},
   pages={224-228},
   publisher={ACM},
   doi={10.1145/3617233.3617247},
   author={Bourbia, S. and Karine, A. and Chetouani, A. and Hassouni, M.E. and Jridi, M.}
}
	

@inproceedings{DBLP_conf_bmvc_ChappuisSSNLST23,
   title={Multi-task prompt-RSVQA to explicitly count objects on aerial images},
   year={2023},
   booktitle={34th British Machine Vision Conference Workshop Proceedings, BMVC Workshop 2023, Aberdeen, UK, November 20-24, 2023},
   publisher={BMVA Press},
   author={Chappuis, C. and Sertic, C. and Santacroce, N. and Navarro, J.C. and Lobry, S. and Saux, B.L. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_sspr_Risser-MaroixKL22,
   title={Discovering Respects for Visual Similarity},
   year={2022},
   booktitle={Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2022, Montreal, QC, Canada, August 26-27, 2022, Proceedings},
   volume={13813},
   editor={Krzyzak, A. and Suen, C.Y. and Torsello, A. and Nobile, N.},
   pages={132-141},
   publisher={Springer},
   doi={10.1007/978-3-031-23028-8\_14},
   author={Risser-Maroix, O. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{DBLP_conf_mm_BourbiaKCHJ22,
   title={No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency},
   year={2022},
   booktitle={QoEVMA@MM 2022: Proceedings of the 2nd Workshop on Quality of Experience in Visual Multimedia Applications, Lisboa, Portugal, 14 October 2022},
   editor={Li, J. and Gao, X. and Callet, P.L. and Li, Z. and Lu, W. and Yang, J. and Wang, J.},
   pages={57-62},
   publisher={ACM},
   doi={10.1145/3552469.3555713},
   author={Bourbia, S. and Karine, A. and Chetouani, A. and Hassouni, M.E. and Jridi, M.}
}
	

@inproceedings{DBLP_conf_icpr_FaureLKW22,
   title={Embedding Spatial Relations in Visual Question Answering for Remote Sensing},
   year={2022},
   booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022},
   pages={310-316},
   publisher={IEEE},
   doi={10.1109/ICPR56361.2022.9956401},
   author={Faure, M. and Lobry, S. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_visapp_BourbiaKCH22,
   title={Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network},
   year={2022},
   booktitle={Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022},
   editor={Farinella, G.M. and Radeva, P. and Bouatouch, K.},
   pages={518-525},
   publisher={SCITEPRESS},
   doi={10.5220/0010872700003124},
   author={Bourbia, S. and Karine, A. and Chetouani, A. and Hassouni, M.E.}
}
	

@inproceedings{DBLP_conf_icprai_KadaKKV22,
   title={Hologram Detection for Identity Document Authentication},
   year={2022},
   booktitle={Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I},
   volume={13363},
   editor={El-Yacoubi, M.A. and Granger, E. and Yuen, P.C. and Pal, U. and Vincent, N.},
   pages={346-357},
   publisher={Springer},
   doi={10.1007/978-3-031-09037-0\_29},
   author={Kada, O. and Kurtz, C. and Kieu, C.v. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icpr_SerieysKFC22,
   title={Text-guided visual representation learning for medical image retrieval systems},
   year={2022},
   booktitle={26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022},
   pages={593-598},
   publisher={IEEE},
   doi={10.1109/ICPR56361.2022.9956402},
   author={Sérieys, G. and Kurtz, C. and Fournier, L. and Cloppet, F.}
}
	

@inproceedings{DBLP_conf_cvpr_ChappuisZLST22,
   title={Prompt-RSVQA: Prompting visual context to a language model for Remote Sensing Visual Question Answering},
   year={2022},
   booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
   pages={1371-1380},
   publisher={IEEE},
   doi={10.1109/CVPRW56347.2022.00143},
   author={Chappuis, C. and Zermatten, V. and Lobry, S. and Saux, B.L. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_igarss_ChappuisMWLST22,
   title={Language Transformers for Remote Sensing Visual Question Answering},
   year={2022},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
   pages={4855-4858},
   publisher={IEEE},
   doi={10.1109/IGARSS46834.2022.9884036},
   author={Chappuis, C. and Mendez, V. and Walt, E. and Lobry, S. and Saux, B.L. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_rtip2r_AliceWS22,
   title={2D Respiratory Sound Analysis to Detect Lung Abnormalities},
   year={2022},
   booktitle={Recent Trends in Image Processing and Pattern Recognition - 5th International Conference, RTIP2R 2022, Kingsville, TX, USA, December 1-2, 2022, Revised Selected Papers},
   volume={1704},
   editor={Santosh, K. and Goyal, A. and Aouada, D. and Makkar, A. and Chiang, Y.. and Singh, S.K.},
   pages={46-58},
   publisher={Springer},
   doi={10.1007/978-3-031-23599-3\_5},
   author={Alice, R.S. and Wendling, L. and Santosh, K.}
}
	

@inproceedings{DBLP_conf_miccai_ZengCCLK22,
   title={Prediction of Immune and Stromal Cell Population Abundance from Hepatocellular Carcinoma Whole Slide Images Using Weakly Supervised Learning},
   year={2022},
   booktitle={Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery - First MICCAI Workshop, AIIIMA 2022, and First MICCAI Workshop, MIABID 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18 and 22, 2022, Proceedings},
   volume={13602},
   editor={Kakileti, S.T. and Gabrani, M. and Manjunath, G. and Rosen-Zvi, M. and Braman, N. and Schwartz, R.G. and Frangi, A.F. and Chung, P.. and Weight, C. and Jagadish, V.},
   pages={143-153},
   publisher={Springer},
   doi={10.1007/978-3-031-19660-7\_14},
   author={Zeng, Q. and Caruso, S. and Calderaro, J. and Loménie, N. and Klein, C.}
}
	

@inproceedings{DBLP_conf_sitis_ShenLLC22,
   title={Deep Learning on Knee CT Scans from Osteoarthritis Patients for Joint Space Assessment},
   year={2022},
   booktitle={16th International Conference on Signal-Image Technology \& Internet-Based Systems, SITIS 2022, Dijon, France, October 19-21, 2022},
   editor={Yétongnon, K. and Dipanda, A. and Gallo, L.},
   pages={348-353},
   publisher={IEEE},
   doi={10.1109/SITIS57111.2022.00059},
   author={Shen, Z. and Laredo, J.D. and Loménie, N. and Chappard, C.}
}
	

@inproceedings{DBLP_conf_icip_ChamandRKJL22,
   title={Fine-Tune Your Classifier: Finding Correlations with Temperature},
   year={2022},
   booktitle={2022 IEEE International Conference on Image Processing, ICIP 2022, Bordeaux, France, 16-19 October 2022},
   pages={2766-2770},
   publisher={IEEE},
   doi={10.1109/ICIP46576.2022.9897735},
   author={Chamand, B. and Risser-Maroix, O. and Kurtz, C. and Joly, P. and Loménie, N.}
}
	

@inproceedings{DBLP_conf_sitis_KarineNJ22,
   title={Semantic Images Segmentation for Autonomous Driving Using Self-Attention Knowledge Distillation},
   year={2022},
   booktitle={16th International Conference on Signal-Image Technology \& Internet-Based Systems, SITIS 2022, Dijon, France, October 19-21, 2022},
   editor={Yétongnon, K. and Dipanda, A. and Gallo, L.},
   pages={198-202},
   publisher={IEEE},
   doi={10.1109/SITIS57111.2022.00044},
   author={Karine, A. and Napoléon, T. and Jridi, M.}
}
	

@inproceedings{DBLP_conf_icprai_ColominesKPV22,
   title={Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation},
   year={2022},
   booktitle={Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I},
   volume={13363},
   editor={El-Yacoubi, M.A. and Granger, E. and Yuen, P.C. and Pal, U. and Vincent, N.},
   pages={211-222},
   publisher={Springer},
   doi={10.1007/978-3-031-09037-0\_18},
   author={Colomines, L. and Kurtz, C. and Puissant, A. and Vincent, N.}
}