@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.}
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@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.},
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   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.}
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@article{DBLP_journals_softx_RandrianasoaKDP21,
   title={AGAT: Building and evaluating binary partition trees for image segmentation},
   year={2021},
   journal={SoftwareX},
   volume={16},
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   doi={10.1016/J.SOFTX.2021.100855},
   author={Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.}
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@article{DBLP_journals_ijprai_LuVSW21,
   title={Guest Editorial},
   year={2021},
   journal={Int. J. Pattern Recognit. Artif. Intell.},
   volume={35},
   number={12},
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@article{DBLP_journals_pr_ClementKW20,
   title={Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations},
   year={2020},
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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},
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   volume={138},
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@article{DBLP_journals_gis_SrivastavaVLT20,
   title={Fine-grained landuse characterization using ground-based pictures: a deep learning solution based on globally available data},
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   pages={1117-1136},
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@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.}
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@article{DBLP_journals_nca_MoetesumSEV20,
   title={Deformation modeling and classification using deep convolutional neural networks for computerized analysis of neuropsychological drawings},
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@article{DBLP_journals_mta_WendlingDN20,
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@article{DBLP_journals_bdcc_AmeurSWC19,
   title={Breast Cancer Diagnosis System Based on Semantic Analysis and Choquet Integral Feature Selection for High Risk Subjects},
   year={2019},
   journal={Big Data Cogn. Comput.},
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@article{DBLP_journals_tgrs_KellenbergerMLT19,
   title={Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery Using Deep CNNs and Active Learning},
   year={2019},
   journal={IEEE Trans. Geosci. Remote. Sens.},
   volume={57},
   number={12},
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@article{DBLP_journals_jmiv_PassatNK19,
   title={Component-Graph Construction},
   year={2019},
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@article{DBLP_journals_staeors_LobryDWFT19,
   title={Water Detection in SWOT HR Images Based on Multiple Markov Random Fields},
   year={2019},
   journal={IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
   volume={12},
   number={11},
   pages={4315-4326},
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   author={Lobry, S. and Denis, L. and Williams, B. and Fj\ortoft, R. and Tupin, F.}
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@article{DBLP_journals_prl_MoetesumSVC19,
   title={Assessing visual attributes of handwriting for prediction of neurological disorders - A case study on Parkinson's disease},
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@article{DBLP_journals_pr_VincentO19,
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@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.}
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@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.}
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@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.}
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@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.}
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@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.}
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@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.}
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@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.}
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@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.}
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@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.}
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@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.}
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@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},
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@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.}
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@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},
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@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.}
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@inproceedings{DBLP_conf_igarss_HuaLMTZ20,
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   year={2020},
   booktitle={IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
   pages={525-528},
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@inproceedings{DBLP_conf_accv_MarcosFLFCT20,
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   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},
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@inproceedings{DBLP_conf_dgci_AlheritiereACKO19,
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   booktitle={Discrete Geometry for Computer Imagery - 21st IAPR International Conference, DGCI 2019, Marne-la-Vallée, France, March 26-28, 2019, Proceedings},
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@inproceedings{DBLP_conf_jurse_ChelaliKPV19,
   title={Urban land cover analysis from satellite image time series based on temporal stability},
   year={2019},
   booktitle={Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019},
   pages={1-4},
   publisher={IEEE},
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@inproceedings{DBLP_conf_igarss_LobryMMT19,
   title={Visual Question Answering From Remote Sensing Images},
   year={2019},
   booktitle={2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019, Yokohama, Japan, July 28 - August 2, 2019},
   pages={4951-4954},
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@inproceedings{DBLP_conf_jurse_LobryT19,
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   booktitle={Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019},
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@inproceedings{DBLP_conf_iccvw_MarcosLT19,
   title={Semantically Interpretable Activation Maps: what-where-how explanations within CNNs},
   year={2019},
   booktitle={2019 IEEE/CVF International Conference on Computer Vision Workshops, ICCV Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
   pages={4207-4215},
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@inproceedings{DBLP_conf_icdar_MoetesumSV19,
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   year={2019},
   booktitle={2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019},
   pages={941-946},
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@inproceedings{DBLP_conf_icdar_RamelV19,
   title={Semantic and Interaction: When Document Image Analysis Meets Computer Vision and Machine Learning},
   year={2019},
   booktitle={2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019},
   pages={1187-1192},
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@inproceedings{DBLP_conf_dgci_ObandoOWM19,
   title={Vector-Based Morphological Operations on Polygons Using Straight Skeletons for Digital Pathology},
   year={2019},
   booktitle={Discrete Geometry for Computer Imagery - 21st IAPR International Conference, DGCI 2019, Marne-la-Vallée, France, March 26-28, 2019, Proceedings},
   volume={11414},
   editor={Couprie, M. and Cousty, J. and Kenmochi, Y. and Mustafa, N.H.},
   pages={249-261},
   publisher={Springer},
   doi={10.1007/978-3-030-14085-4\_20},
   author={Obando, D.F.G. and Olivo-Marin, J.. and Wendling, L. and Meas-Yedid, V.}
}