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   title={Fuzzy directional enlacement landscapes for the evaluation of complex spatial relations},
   year={2020},
   journal={Pattern Recognit.},
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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},
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   author={Passat, N. and Kurtz, C. and Vacavant, A.}
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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},
   year={2020},
   journal={Int. J. Geogr. Inf. Sci.},
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@article{DBLP_journals_cee_KarineTKH20,
   title={Multivariate copula statistical model and weighted sparse classification for radar image target recognition},
   year={2020},
   journal={Comput. Electr. Eng.},
   volume={84},
   pages={106633},
   doi={10.1016/J.COMPELECENG.2020.106633},
   author={Karine, A. and Toumi, A. and Khenchaf, A. and Hassouni, M.E.}
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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},
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   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_mta_WendlingDN20,
   title={Multilevel polygonal descriptor matching defined by combining discrete lines and force histogram concepts},
   year={2020},
   journal={Multim. Tools Appl.},
   volume={79},
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   doi={10.1007/S11042-019-7531-6},
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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},
   year={2020},
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   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_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.},
   volume={3},
   number={3},
   pages={41},
   doi={10.3390/BDCC3030041},
   author={Ameur, S.T.B. and Sellami, D. and Wendling, L. and Cloppet, F.}
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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},
   pages={9524-9533},
   doi={10.1109/TGRS.2019.2927393},
   author={Kellenberger, B. and Marcos, D. and Lobry, S. and Tuia, D.}
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@article{DBLP_journals_jmiv_PassatNK19,
   title={Component-Graph Construction},
   year={2019},
   journal={J. Math. Imaging Vis.},
   volume={61},
   number={6},
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   doi={10.1007/S10851-019-00872-5},
   author={Passat, N. and Naegel, B. and Kurtz, C.}
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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},
   doi={10.1109/JSTARS.2019.2948788},
   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},
   year={2019},
   journal={Pattern Recognit. Lett.},
   volume={121},
   pages={19-27},
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   author={Moetesum, M. and Siddiqi, I. and Vincent, N. and Cloppet, F.}
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@article{DBLP_journals_pr_VincentO19,
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   journal={Pattern Recognit.},
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@article{DBLP_journals_jbi_BanerjeeKDDRB18,
   title={Relevance feedback for enhancing content based image retrieval and automatic prediction of semantic image features: Application to bone tumor radiographs},
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@article{DBLP_journals_ijcisys_BombardierW18,
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   year={2018},
   journal={Int. J. Comput. Intell. Syst.},
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@article{DBLP_journals_pr_RandrianasoaKDP18,
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   year={2018},
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@article{DBLP_journals_pr_ClementKW18,
   title={Learning spatial relations and shapes for structural object description and scene recognition},
   year={2018},
   journal={Pattern Recognit.},
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   pages={197-210},
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   author={Clément, M. and Kurtz, C. and Wendling, L.}
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@article{DBLP_journals_mbec_SantoshW18,
   title={Angular relational signature-based chest radiograph image view classification},
   year={2018},
   journal={Medical Biol. Eng. Comput.},
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   number={8},
   pages={1447-1458},
   doi={10.1007/S11517-018-1786-3},
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@article{DBLP_journals_jvcir_KarineMH18,
   title={A novel statistical model for content-based stereo image retrieval in the complex wavelet domain},
   year={2018},
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   pages={27-39},
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@article{DBLP_journals_remotesensing_KarineTKH18,
   title={Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation},
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   journal={Remote. Sens.},
   volume={10},
   number={6},
   pages={843},
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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.}
}
	

@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.}
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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.}
}
	

@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.}
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@inproceedings{DBLP_conf_ipta_KarineNMA20,
   title={Video Seals Recognition using Transfer Learning of Convolutional Neural Network},
   year={2020},
   booktitle={Tenth International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Paris, France, November 9-12, 2020},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/IPTA50016.2020.9286702},
   author={Karine, A. and Napoléon, T. and Mulot, J.. and Auffret, Y.}
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@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.}
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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_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.}
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@inproceedings{DBLP_conf_dgci_AlheritiereACKO19,
   title={Straight Line Reconstruction for Fully Materialized Table Extraction in Degraded Document Images},
   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={317-329},
   publisher={Springer},
   doi={10.1007/978-3-030-14085-4\_25},
   author={Alhériti\`ere, H. and Ama\\ieur, W. and Cloppet, F. and Kurtz, C. and Ogier, J.. and Vincent, N.}
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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},
   doi={10.1109/JURSE.2019.8808967},
   author={Chelali, M. and Kurtz, C. and Puissant, A. and Vincent, N.}
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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},
   publisher={IEEE},
   doi={10.1109/IGARSS.2019.8898891},
   author={Lobry, S. and Murray, J. and Marcos, D. and Tuia, D.}
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@inproceedings{DBLP_conf_jurse_LobryT19,
   title={Deep Learning Models to Count Buildings in High-Resolution Overhead Images},
   year={2019},
   booktitle={Joint Urban Remote Sensing Event, JURSE 2019, Vannes, France, May 22-24, 2019},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/JURSE.2019.8809058},
   author={Lobry, S. and Tuia, D.}
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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},
   publisher={IEEE},
   doi={10.1109/ICCVW.2019.00518},
   author={Marcos, D. and Lobry, S. and Tuia, D.}
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@inproceedings{DBLP_conf_icdar_MoetesumSV19,
   title={Deformation Classification of Drawings for Assessment of Visual-Motor Perceptual Maturity},
   year={2019},
   booktitle={2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019},
   pages={941-946},
   publisher={IEEE},
   doi={10.1109/ICDAR.2019.00155},
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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},
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   editor={Couprie, M. and Cousty, J. and Kenmochi, Y. and Mustafa, N.H.},
   pages={249-261},
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   doi={10.1007/978-3-030-14085-4\_20},
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@inproceedings{DBLP_conf_iciar_DjiroKL18,
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   year={2018},
   booktitle={Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings},
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   editor={Campilho, A. and Karray, F. and Romeny, B.M.t.H.},
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@inproceedings{DBLP_conf_igarss_Vargas-MunozMLS18,
   title={Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence},
   year={2018},
   booktitle={2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018},
   pages={1284-1287},
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   author={Vargas-Munoz, J.E. and Marcos, D. and Lobry, S. and Santos, J.A.d. and Falc\~ao, A.X. and Tuia, D.}
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@inproceedings{DBLP_conf_atsip_KarineTKH18,
   title={Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification},
   year={2018},
   booktitle={4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018, Sousse, Tunisia, March 21-24, 2018},
   pages={1-5},
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   doi={10.1109/ATSIP.2018.8364505},
   author={Karine, A. and Toumi, A. and Khenchaf, A. and Hassouni, M.E.}
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@inproceedings{DBLP_conf_igarss_KarineTKH18,
   title={Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification},
   year={2018},
   booktitle={2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018, Valencia, Spain, July 22-27, 2018},
   pages={3635-3638},
   publisher={IEEE},
   doi={10.1109/IGARSS.2018.8518668},
   author={Karine, A. and Toumi, A. and Khenchaf, A. and Hassouni, M.E.}
}