@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.}
}
	

@article{DBLP_journals_cviu_ChelaliKPV21,
   title={Deep-STaR: Classification of image time series based on spatio-temporal representations},
   year={2021},
   journal={Comput. Vis. Image Underst.},
   volume={208-209},
   pages={103221},
   doi={10.1016/J.CVIU.2021.103221},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@article{DBLP_journals_ijprai_ChelaliKPV21,
   title={Influence of Data Representations and Deep Architectures in Image Time Series Classification},
   year={2021},
   journal={Int. J. Pattern Recognit. Artif. Intell.},
   volume={35},
   number={12},
   pages={2160001:1--2160001:21},
   doi={10.1142/S0218001421600016},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@article{DBLP_journals_pr_RandrianasoaCKD21,
   title={Supervised quality evaluation of binary partition trees for object segmentation},
   year={2021},
   journal={Pattern Recognit.},
   volume={111},
   pages={107667},
   doi={10.1016/J.PATCOG.2020.107667},
   author={Randrianasoa, J.F. and Cettour-Janet, P. and Kurtz, C. and Desjardin, E. and Gançarski, P. and Bednarek, N. and Rousseau, F. and Passat, N.}
}
	

@article{DBLP_journals_softx_RandrianasoaKDP21,
   title={AGAT: Building and evaluating binary partition trees for image segmentation},
   year={2021},
   journal={SoftwareX},
   volume={16},
   pages={100855},
   doi={10.1016/J.SOFTX.2021.100855},
   author={Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.}
}
	

@article{DBLP_journals_ijprai_LuVSW21,
   title={Guest Editorial},
   year={2021},
   journal={Int. J. Pattern Recognit. Artif. Intell.},
   volume={35},
   number={12},
   pages={2102001:1--2102001:2},
   doi={10.1142/S0218001421020018},
   author={Lu, Y. and Vincent, N. and Suen, C.Y. and Wang, P.S.P.}
}
	

@article{DBLP_journals_pr_ClementKW20,
   title={Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations},
   year={2020},
   journal={Pattern Recognit.},
   volume={101},
   pages={107185},
   doi={10.1016/J.PATCOG.2019.107185},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
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@article{DBLP_journals_prl_PassatKV20,
   title={Editorial - Virtual Special Issue: Hierarchical Representations: New Results and Challenges for Image Analysis},
   year={2020},
   journal={Pattern Recognit. Lett.},
   volume={138},
   pages={201-203},
   doi={10.1016/J.PATREC.2020.07.019},
   author={Passat, N. and Kurtz, C. and Vacavant, A.}
}
	

@article{DBLP_journals_gis_SrivastavaVLT20,
   title={Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data},
   year={2020},
   journal={Int. J. Geogr. Inf. Sci.},
   volume={34},
   number={6},
   pages={1117-1136},
   doi={10.1080/13658816.2018.1542698},
   author={Srivastava, S. and Vargas-Munoz, J.E. and Lobry, S. and Tuia, D.}
}
	

@article{DBLP_journals_tgrs_LobryMMT20,
   title={RSVQA: Visual Question Answering for Remote Sensing Data},
   year={2020},
   journal={IEEE Trans. Geosci. Remote. Sens.},
   volume={58},
   number={12},
   pages={8555-8566},
   doi={10.1109/TGRS.2020.2988782},
   author={Lobry, S. and Marcos, D. and Murray, J. and Tuia, D.}
}
	

@article{DBLP_journals_nca_MoetesumSEV20,
   title={Deformation modeling and classification using deep convolutional neural networks for computerized analysis of neuropsychological drawings},
   year={2020},
   journal={Neural Comput. Appl.},
   volume={32},
   number={16},
   pages={12909-12933},
   doi={10.1007/S00521-020-04735-8},
   author={Moetesum, M. and Siddiqi, I. and Ehsan, S. and Vincent, N.}
}
	

@article{DBLP_journals_mta_WendlingDN20,
   title={Multilevel polygonal descriptor matching defined by combining discrete lines and force histogram concepts},
   year={2020},
   journal={Multim. Tools Appl.},
   volume={79},
   number={47},
   pages={34701-34715},
   doi={10.1007/S11042-019-7531-6},
   author={Wendling, L. and Debled-Rennesson, I. and Nasser, H.}
}
	

@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_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_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_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.}
}
	

@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_Risser-MaroixKL21,
   title={Learning an Adaptation Function to Assess Image Visual Similarities},
   year={2021},
   booktitle={2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021},
   pages={2498-2502},
   publisher={IEEE},
   doi={10.1109/ICIP42928.2021.9506129},
   author={Risser-Maroix, O. and Kurtz, C. and Loménie, N.}
}
	

@inproceedings{DBLP_conf_icip_ChelaliKV21,
   title={Violence Detection from Video under 2D Spatio-Temporal Representations},
   year={2021},
   booktitle={2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021},
   pages={2593-2597},
   publisher={IEEE},
   doi={10.1109/ICIP42928.2021.9506142},
   author={Chelali, M. and Kurtz, C. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icmv_LeghettasDKW21,
   title={Combination of visual and semantic criteria for automated selection of region proposals in a bounding box},
   year={2021},
   booktitle={Fourteenth International Conference on Machine Vision, ICMV 2021, Rome, Italy, November 8-12, 2021},
   volume={12084},
   editor={Osten, W. and Nikolaev, D.},
   pages={120840E},
   publisher={SPIE},
   doi={10.1117/12.2622448},
   author={Leghettas, M.. and Deléarde, R. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_pkdd_ChappuisLKST21,
   title={How to find a good image-text embedding for remote sensing visual question answering?},
   year={2021},
   booktitle={Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), Virtual Conference, September 13-17, 2021},
   volume={3088},
   editor={Corpetti, T. and Ienco, D. and Interdonato, R. and Pham, M.. and Lef\`evre, S.},
   publisher={CEUR-WS.org},
   author={Chappuis, C. and Lobry, S. and Kellenberger, B. and Saux, B.L. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_igarss_LobryDT21,
   title={RSVQA Meets Bigearthnet: A New, Large-Scale, Visual Question Answering Dataset for Remote Sensing},
   year={2021},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, July 11-16, 2021},
   pages={1218-1221},
   publisher={IEEE},
   doi={10.1109/IGARSS47720.2021.9553307},
   author={Lobry, S. and Demir, B. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_visapp_DeleardeKDW21,
   title={Segment My Object: A Pipeline to Extract Segmented Objects in Images based on Labels or Bounding Boxes},
   year={2021},
   booktitle={Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2021, Volume 5: VISAPP, Online Streaming, February 8-10, 2021},
   editor={Farinella, G.M. and Radeva, P. and Braz, J. and Bouatouch, K.},
   pages={618-625},
   publisher={SCITEPRESS},
   doi={10.5220/0010324006180625},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_medprai_DeracheACV21,
   title={Organ Detection in US Scanning by Non-expert Operator},
   year={2021},
   booktitle={Pattern Recognition and Artificial Intelligence - 5th Mediterranean Conference, MedPRAI 2021, Istanbul, Turkey, December 17-18, 2021, Proceedings},
   volume={1543},
   editor={Djeddi, C. and Siddiqi, I. and Jamil, A. and Hameed, A.A. and Kucuk, I.},
   pages={119-131},
   publisher={Springer},
   doi={10.1007/978-3-031-04112-9\_9},
   author={Derache, F. and Arbeille, P. and Chaput, D. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icpr_ChelaliKPV20,
   title={Classification of spatially enriched pixel time series with convolutional neural networks},
   year={2020},
   booktitle={25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021},
   pages={5310-5317},
   publisher={IEEE},
   doi={10.1109/ICPR48806.2021.9412892},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icprai_ChelaliKPV20,
   title={From Pixels to Random Walk Based Segments for Image Time Series Deep Classification},
   year={2020},
   booktitle={Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings},
   volume={12068},
   editor={Lu, Y. and Vincent, N. and Yuen, P.C. and Zheng, W.. and Cheriet, F. and Suen, C.Y.},
   pages={339-351},
   publisher={Springer},
   doi={10.1007/978-3-030-59830-3\_30},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icprai_ChelaliKPV20a,
   title={Spatio-Temporal Stability Analysis in Satellite Image Times Series},
   year={2020},
   booktitle={Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings},
   volume={12068},
   editor={Lu, Y. and Vincent, N. and Yuen, P.C. and Zheng, W.. and Cheriet, F. and Suen, C.Y.},
   pages={484-499},
   publisher={Springer},
   doi={10.1007/978-3-030-59830-3\_42},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icprai_ClementKW20,
   title={Enlacement and Interlacement Shape Descriptors},
   year={2020},
   booktitle={Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Zhongshan, China, October 19-23, 2020, Proceedings},
   volume={12068},
   editor={Lu, Y. and Vincent, N. and Yuen, P.C. and Zheng, W.. and Cheriet, F. and Suen, C.Y.},
   pages={525-537},
   publisher={Springer},
   doi={10.1007/978-3-030-59830-3\_45},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_visapp_ChelaliKPV20,
   title={Image Time Series Classification based on a Planar Spatio-temporal Data Representation},
   year={2020},
   booktitle={Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, Volume 4: VISAPP, Valletta, Malta, February 27-29, 2020},
   editor={Farinella, G.M. and Radeva, P. and Braz, J.},
   pages={276-283},
   publisher={SCITEPRESS},
   doi={10.5220/0008949202760283},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icpr_DeleardeKDW20,
   title={Force Banner for the recognition of spatial relations},
   year={2020},
   booktitle={25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021},
   pages={6065-6072},
   publisher={IEEE},
   doi={10.1109/ICPR48806.2021.9412316},
   author={Deléarde, R. and Kurtz, C. and Dejean, P. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_igarss_LeveringMLT20,
   title={Interpretable Scenicness from Sentinel-2 Imagery},
   year={2020},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
   pages={3983-3986},
   publisher={IEEE},
   doi={10.1109/IGARSS39084.2020.9323706},
   author={Levering, A. and Marcos, D. and Lobry, S. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_igarss_HuaLMTZ20,
   title={Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings},
   year={2020},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
   pages={525-528},
   publisher={IEEE},
   doi={10.1109/IGARSS39084.2020.9324069},
   author={Hua, Y. and Lobry, S. and Mou, L. and Tuia, D. and Zhu, X.X.}
}
	

@inproceedings{DBLP_conf_accv_MarcosFLFCT20,
   title={Contextual Semantic Interpretability},
   year={2020},
   booktitle={Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part IV},
   volume={12625},
   editor={Ishikawa, H. and Liu, C.. and Pajdla, T. and Shi, J.},
   pages={351-368},
   publisher={Springer},
   doi={10.1007/978-3-030-69538-5\_22},
   author={Marcos, D. and Fong, R. and Lobry, S. and Flamary, R. and Courty, N. and Tuia, D.}
}