@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.}
}
	

@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.}
}
	

@article{DBLP_journals_jmiv_PassatNK19,
   title={Component-Graph Construction},
   year={2019},
   journal={J. Math. Imaging Vis.},
   volume={61},
   number={6},
   pages={798-823},
   doi={10.1007/s10851-019-00872-5},
   author={Passat, N. and Naegel, B. and Kurtz, C.}
}
	

@article{DBLP_journals_corr_abs-1907-07319,
   title={Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning},
   year={2019},
   journal={CoRR},
   volume={abs/1907.07319},
   author={Kellenberger, B. and Marcos, D. and Lobry, S. and Tuia, D.}
}
	

@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.}
}
	

@article{DBLP_journals_corr_abs-1901-08190,
   title={Correcting rural building annotations in OpenStreetMap using convolutional neural networks},
   year={2019},
   journal={CoRR},
   volume={abs/1901.08190},
   author={Vargas-Mu\~noz, J.E. and Lobry, S. and Falc\~ao, A.X. and Tuia, D.}
}
	

@article{DBLP_journals_corr_abs-1904-03936,
   title={Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise},
   year={2019},
   journal={CoRR},
   volume={abs/1904.03936},
   author={Damodaran, B.B. and Fatras, K. and Lobry, S. and Flamary, R. and Tuia, D. and Courty, N.}
}
	

@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},
   doi={10.1016/j.patrec.2018.04.008},
   author={Moetesum, M. and Siddiqi, I. and Vincent, N. and Cloppet, F.}
}
	

@article{DBLP_journals_corr_abs-1909-08442,
   title={Semantically Interpretable Activation Maps: what-where-how explanations within CNNs},
   year={2019},
   journal={CoRR},
   volume={abs/1909.08442},
   author={Marcos, D. and Lobry, S. and Tuia, D.}
}
	

@article{DBLP_journals_pr_VincentO19,
   title={Shall deep learning be the mandatory future of document analysis problems?},
   year={2019},
   journal={Pattern Recognit.},
   volume={86},
   pages={281-289},
   doi={10.1016/j.patcog.2018.09.010},
   author={Vincent, N. and Ogier, J..}
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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},
   year={2018},
   journal={J. Biomed. Informatics},
   volume={84},
   pages={123-135},
   doi={10.1016/j.jbi.2018.07.002},
   author={Banerjee, I. and Kurtz, C. and Devorah, A.E. and Do, B.H. and Rubin, D.L. and Beaulieu, C.F.}
}
	

@article{DBLP_journals_ijcisys_BombardierW18,
   title={Multi-Scale Fuzzy Feature Selection Method applied to Wood Singularity Identification},
   year={2018},
   journal={Int. J. Comput. Intell. Syst.},
   volume={12},
   number={1},
   pages={108-122},
   doi={10.2991/ijcis.2018.25905185},
   author={Bombardier, V. and Wendling, L.}
}
	

@article{DBLP_journals_pr_RandrianasoaKDP18,
   title={Binary Partition Tree construction from multiple features for image segmentation},
   year={2018},
   journal={Pattern Recognit.},
   volume={84},
   pages={237-250},
   doi={10.1016/j.patcog.2018.07.003},
   author={Randrianasoa, J.F. and Kurtz, C. and Desjardin, E. and Passat, N.}
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@article{DBLP_journals_corr_abs-1807-11783,
   title={Scale equivariance in CNNs with vector fields},
   year={2018},
   journal={CoRR},
   volume={abs/1807.11783},
   author={Marcos, D. and Kellenberger, B. and Lobry, S. and Tuia, D.}
}
	

@article{DBLP_journals_pr_ClementKW18,
   title={Learning spatial relations and shapes for structural object description and scene recognition},
   year={2018},
   journal={Pattern Recognit.},
   volume={84},
   pages={197-210},
   doi={10.1016/j.patcog.2018.06.017},
   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.},
   volume={56},
   number={8},
   pages={1447-1458},
   doi={10.1007/s11517-018-1786-3},
   author={Santosh, K. and Wendling, L.}
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@article{DBLP_journals_prl_KieuCV17,
   title={Adaptive fuzzy model for blur estimation on document images},
   year={2017},
   journal={Pattern Recognit. Lett.},
   volume={86},
   pages={42-48},
   doi={10.1016/j.patrec.2016.12.015},
   author={Kieu, V.C. and Cloppet, F. and Vincent, N.}
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@article{DBLP_journals_pami_ClementPKW17,
   title={Directional Enlacement Histograms for the Description of Complex Spatial Configurations between Objects},
   year={2017},
   journal={IEEE Trans. Pattern Anal. Mach. Intell.},
   volume={39},
   number={12},
   pages={2366-2380},
   doi={10.1109/TPAMI.2016.2645151},
   author={Clément, M. and Poulenard, A. and Kurtz, C. and Wendling, L.}
}
	

@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.}
}
	

@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.}
}
	

@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.}
}
	

@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.}
}
	

@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.}
}
	

@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},
   author={Moetesum, M. and Siddiqi, I. and Vincent, N.}
}
	

@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},
   publisher={IEEE},
   doi={10.1109/ICDAR.2019.00192},
   author={Ramel, J.. and Vincent, N.}
}
	

@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.}
}
	

@inproceedings{DBLP_conf_iciar_DjiroKL18,
   title={Assessment of Anti-tumor Immune Response in Colorectal Carcinomas from Whole Slide Images},
   year={2018},
   booktitle={Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings},
   volume={10882},
   editor={Campilho, A. and Karray, F. and Romeny, B.M.t.H.},
   pages={579-588},
   publisher={Springer},
   doi={10.1007/978-3-319-93000-8\_66},
   author={Djiro, T.A. and Kurtz, C. and Loménie, N.}
}
	

@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},
   publisher={IEEE},
   doi={10.1109/IGARSS.2018.8518711},
   author={Vargas-Munoz, J.E. and Marcos, D. and Lobry, S. and Santos, J.A.d. and Falc\~ao, A.X. and Tuia, D.}
}
	

@inproceedings{DBLP_conf_icdar_AlheritiereCKOV17,
   title={A Document Straight Line Based Segmentation for Complex Layout Extraction},
   year={2017},
   booktitle={14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017},
   pages={1126-1131},
   publisher={IEEE},
   doi={10.1109/ICDAR.2017.186},
   author={Alhériti\`ere, H. and Cloppet, F. and Kurtz, C. and Ogier, J.. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_icdar_CloppetEHKVS17,
   title={ICDAR2017 Competition on the Classification of Medieval Handwritings in Latin Script},
   year={2017},
   booktitle={14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017},
   pages={1371-1376},
   publisher={IEEE},
   doi={10.1109/ICDAR.2017.224},
   author={Cloppet, F. and Eglin, V. and Helias-Baron, M. and Kieu, V.C. and Vincent, N. and Stutzmann, D.}
}
	

@inproceedings{DBLP_conf_icmv_AmeurCWS17,
   title={Ontology based decision system for breast cancer diagnosis},
   year={2017},
   booktitle={Tenth International Conference on Machine Vision, ICMV 2017, Vienna, Austria, 13-15 November 2017},
   volume={10696},
   editor={Verikas, A. and Radeva, P. and Nikolaev, D.P. and Zhou, J.},
   pages={106962I},
   publisher={SPIE},
   doi={10.1117/12.2309647},
   author={Ameur, S.T.B. and Cloppet, F. and Wendling, L. and Sellami, D.}
}
	

@inproceedings{DBLP_conf_prima_CloppetMV17,
   title={An Agent-Based System for Printed/Handwritten Text Discrimination},
   year={2017},
   booktitle={PRIMA 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Nice, France, October 30 - November 3, 2017, Proceedings},
   volume={10621},
   editor={An, B. and Bazzan, A.L.C. and Leite, J. and Villata, S. and Torre, L.W.N.v.d.},
   pages={180-197},
   publisher={Springer},
   doi={10.1007/978-3-319-69131-2\_11},
   author={Cloppet, F. and Moraitis, P. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_dgci_ClementKW17,
   title={Fuzzy Directional Enlacement Landscapes},
   year={2017},
   booktitle={Discrete Geometry for Computer Imagery - 20th IAPR International Conference, DGCI 2017, Vienna, Austria, September 19-21, 2017, Proceedings},
   volume={10502},
   editor={Kropatsch, W.G. and Artner, N.M. and Janusch, I.},
   pages={171-182},
   publisher={Springer},
   doi={10.1007/978-3-319-66272-5\_15},
   author={Clément, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_icdar_ClementCKW17,
   title={Local Enlacement Histograms for Historical Drop Caps Style Recognition},
   year={2017},
   booktitle={14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017},
   pages={299-304},
   publisher={IEEE},
   doi={10.1109/ICDAR.2017.57},
   author={Clément, M. and Coustaty, M. and Kurtz, C. and Wendling, L.}
}
	

@inproceedings{DBLP_conf_icip_RandrianasoaKGD17,
   title={Evaluating the quality of binary partition trees based on uncertain semantic ground-truth for image segmentation},
   year={2017},
   booktitle={2017 IEEE International Conference on Image Processing, ICIP 2017, Beijing, China, September 17-20, 2017},
   pages={3874-3878},
   publisher={IEEE},
   doi={10.1109/ICIP.2017.8297008},
   author={Randrianasoa, J.F. and Kurtz, C. and Gançarski, P. and Desjardin, E. and Passat, N.}
}
	

@inproceedings{DBLP_conf_ismm_PassatNK17,
   title={Implicit Component-Graph: A Discussion},
   year={2017},
   booktitle={Mathematical Morphology and Its Applications to Signal and Image Processing - 13th International Symposium, ISMM 2017, Fontainebleau, France, May 15-17, 2017, Proceedings},
   volume={10225},
   editor={Angulo, J. and Velasco-Forero, S. and Meyer, F.},
   pages={235-248},
   doi={10.1007/978-3-319-57240-6\_19},
   author={Passat, N. and Naegel, B. and Kurtz, C.}
}
	

@inproceedings{DBLP_conf_icdar_KieuSV17,
   title={Vacuity Measure for Handwritten Character Analysis},
   year={2017},
   booktitle={14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017},
   pages={561-566},
   publisher={IEEE},
   doi={10.1109/ICDAR.2017.97},
   author={Kieu, V.C. and Stutzmann, D. and Vincent, N.}
}
	

@inproceedings{DBLP_conf_igarss_LobryTF17,
   title={Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection},
   year={2017},
   booktitle={2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017},
   pages={3720-3723},
   publisher={IEEE},
   doi={10.1109/IGARSS.2017.8127807},
   author={Lobry, S. and Tupin, F. and Fj\ortoft, R.}
}
	

@inproceedings{DBLP_conf_multitemp_ZhaoLMNT17,
   title={Urban area change detection based on generalized likelihood ratio test},
   year={2017},
   booktitle={9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, MultiTemp 2017, Brugge, Belgium, June 27-29, 2017},
   pages={1-4},
   publisher={IEEE},
   doi={10.1109/Multi-Temp.2017.8035245},
   author={Zhao, W. and Lobry, S. and Ma\^\itre, H. and Nicolas, J.. and Tupin, F.}
}
	

@inproceedings{DBLP_conf_icdar_NazarMESKVM17,
   title={Classification of Graphomotor Impressions Using Convolutional Neural Networks: An Application to Automated Neuro-Psychological Screening Tests},
   year={2017},
   booktitle={14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017},
   pages={432-437},
   publisher={IEEE},
   doi={10.1109/ICDAR.2017.78},
   author={Nazar, H.B. and Moetesum, M. and Ehsan, S. and Siddiqi, I. and Khurshid, K. and Vincent, N. and McDonald-Maier, K.D.}
}
	

@inproceedings{DBLP_conf_igarss_LobryDTF17,
   title={Double MRF for water classification in SAR images by joint detection and reflectivity estimation},
   year={2017},
   booktitle={2017 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2017, Fort Worth, TX, USA, July 23-28, 2017},
   pages={2283-2286},
   publisher={IEEE},
   doi={10.1109/IGARSS.2017.8127445},
   author={Lobry, S. and Denis, L. and Tupin, F. and Fj\ortoft, R.}
}
	

@inproceedings{DBLP_conf_icdar_GaddourKV17,
   title={Color Stability and Homogeneity Regions to Detect Text in Real Scene Images: CSHR},
   year={2017},
   booktitle={14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017},
   pages={1283-1288},
   publisher={IEEE},
   doi={10.1109/ICDAR.2017.211},
   author={Gaddour, H. and Kanoun, S. and Vincent, N.}
}