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Donatello Conte


Donatello Conte a obtenu son doctorat en 2006 en cotutelle entre les laboratoires LIRIS de Lyon et MIVIA de l’Université de Salerno (Italie). En 2014 a obtenu son HDR à Université de Tours.  Il est Maitre de conférences depuis 2006, d’abord en Italie et actuellement depuis 2013 au Laboratoire d’Informatique de l’Université de Tours. Ses principaux domaines de compétences sont la reconnaissance de formes structurelle (graph matching, noyaux sur graphes, cartes combinatoires) et l’analyse de vidéos (détection et suivi d’objets, analyse de trajectoires, etc.). Il est auteurs de plus de 50 publications et relecteurs dans les principales revues de son domaine (PAMI, PR, CVIU, TIP, etc.). Il est membre du TC15 de l’IAPR (dédié à la promotion des graphes dans la Reconnaissance de Formes), pour lequel il anime, avec J.Y. Ramel, la Newsletter de la communauté.


Article dans une revue12 documents

  • Maxime Martineau, Donatello Conte, Romain Raveaux, Ingrid Arnault, Damien Munier, et al.. A survey on image-based insect classification. Pattern Recognition, Elsevier, 2017, 65, pp.273 - 284. 〈10.1016/j.patcog.2016.12.020〉. 〈hal-01619345〉
  • Maxime Martineau, Donatello Conte, Romain Raveaux, Ingrid Arnault, Damien Munier, et al.. A survey on image-based insect classification. Pattern Recognition, Elsevier, 2017, 65, pp.273 - 284. 〈10.1016/j.patcog.2016.12.020〉. 〈hal-01441203〉
  • Oussama Hadjerci, Adel Hafiane, Pierre Vieyres, Donatello Conte, Pascal Makris, et al.. Computer-aided detection system for nerve identification using ultrasound images: A comparative study. Informatics in Medicine Unlocked, Elsevier, 2016, 3, pp.29-43. 〈10.1016/j.imu.2016.06.003〉. 〈hal-01405133〉
  • Alireza Alaei, Donatello Conte, Romain Raveaux. Image quality assessment based on regions of interest. Signal, Image and Video Processing, Springer Verlag, 2016, 10 (56), pp.1-8. 〈10.1007/s11760-016-1009-z〉. 〈hal-01405149〉
  • Donatello Conte, Pasquale Foggia, Gennaro Percannella, Mario Vento. Counting moving persons in crowded scenes. Machine Vision and Applications, Springer Verlag, 2013, 24 (5), pp.1029-1042. 〈10.1007/s00138-013-0491-3〉. 〈hal-01408666〉
  • Donatello Conte, Pasquale Foggia, Gennaro Percannella, Mario Vento. Removing Object Reflections in Videos by Global Optimization. IEEE Transactions on Circuits and Systems for Video Technology, Institute of Electrical and Electronics Engineers, 2012, 22 (11), pp.1623 - 1633. 〈10.1109/TCSVT.2012.2202187〉. 〈hal-01408673〉
  • Donatello Conte, Pasquale Foggia, Gennaro Percannella, Mario Vento. A 3D Appearance Model for Object Tracking in Video Surveillance Applications. The Mediterranean Journal of Computers and Networks, SoftMotor Ltd, 2012, 8 (4), pp.134-144. 〈hal-01408685〉
  • Donatello Conte, Pasquale Foggia, Gennaro Percannella, Francesco Tufano, Mario Vento. An Experimental Evaluation of Foreground Detection Algorithms in Real Scenes. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2010, 〈10.1155/2010/373941〉. 〈hal-01408688〉
  • Donatello Conte, Pasquale Foggia, Gennaro Percannella, Francesco Tufano, Mario Vento. A Method for Counting Moving People in Video Surveillance Videos. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2010, 〈10.1155/2010/231240〉. 〈hal-01408693〉
  • Donatello Conte, Pasquale Foggia, Mario Vento. Challenging Complexity of Maximum Common Subgraph Detection Algorithms: A Performance Analysis of Three Algorithms on a Wide Database of Graphs. Journal of Graph Algorithms and Applications (JGAA), Brown University, 2007, 11 (1), pp.99-143. 〈10.7155/jgaa.00139〉. 〈hal-01408699〉
  • Donatello Conte, Pasquale Foggia, Jean-Michel Jolion, Mario Vento. A graph-based, multi-resolution algorithm for tracking objects in presence of occlusions. Pattern Recognition, Elsevier, 2006, 39 (4), pp.562-572. 〈10.1016/j.patcog.2005.10.012〉. 〈hal-01408704〉
  • Donatello Conte, Pasquale Foggia, Mario Vento, Carlo Sansone. Thirty Years Of Graph Matching In Pattern Recognition. International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing, 2004, 18 (3), pp.265-298. 〈10.1142/S0218001404003228〉. 〈hal-01408706〉

Communication dans un congrès18 documents

  • Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'Kindt. A Local Branching Heuristic for the Graph Edit Distance Problem. CIARP 2017, Nov 2017, Valparaiso, Chile. 〈hal-01579501〉
  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T 'Kindt. The Graph Edit Distance Problem treated by the Local Branching Heuristic. MIC17 12th Metaheuristics International Conference, Jul 2017, Barcelona, Spain. 2017. 〈hal-01564079〉
  • Romain Raveaux, Maxime Martineau, Donatello Conte, Gilles Venturini. Learning Graph Matching with a Graph-Based Perceptron in a Classification Context. International Workshop on Graph-Based Representations in Pattern Recognition GbRPR 2017, May 2017, Anacapri, Italy. Graph-Based Representations in Pattern Recognition. 〈hal-01576056〉
  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T 'Kindt. Evaluation de modèles mathématiques pour le problème de la distance d'édition entre graphes. ROADEF2017, Feb 2017, Metz, France. ROADEF2017, 2017. 〈hal-01564064〉
  • Alireza Alaei, Donatello Conte, Michael Blumenstein, Romain Raveaux. Document Image Quality Assessment Based on Texture Similarity Index. 12th IAPR Workshop on Document Analysis Systems (DAS), 2016, Santorini, Greece. Proceedings of 12th IAPR Workshop on Document Analysis Systems (DAS), pp.132-137, 〈10.1109/DAS.2016.33〉. 〈hal-01429042〉
  • Oussama Hadjerci, Adel Hafiane, Pierre Vieyres, Donatello Conte, Pascal Makris, et al.. On-Line Learning Dynamic Models for Nerve Detection in Ultrasound Videos. IEEE International Conference on Image Processing (ICIP), Sep 2016, Phoenix, United States. 2016, Proceedings of the IEEE International Conference on Image Processing (ICIP). 〈10.1109/ICIP.2016.7532333〉. 〈hal-01405099〉
  • Oussama Hadjerci, Adel Hafiane, Pascal Makris, Donatello Conte, Pierre Vieyres, et al.. Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm. International Conference on Image Analysis and Processing, Sep 2015, Genoa, Italy. Springer International Publishing, 9279, pp.246-256, 2015, Lecture Notes in Computer Science. 〈10.1007/978-3-319-23231-7_23〉. 〈hal-01224852〉
  • Alireza Alaei, Donatello Conte, Romain Raveaux. Document Image Quality Assessment based on Improved Gradient Magnitude Similarity Deviation. 13th International Conference on Document Analysis and Recognition, Aug 2015, Nancy, France. Proceedings of the 13th International Conference on Document Analysis and Recognition. 〈hal-01224875〉
  • Guillaume Damiand, Sylvain Brandel, Donatello Conte. Incremental Updating of 3D Topological Maps to Describe Videos. International Workshop on Combinatorial Image Analysis, Nov 2015, Kolkata, India. Springer International Publishing, 9448, pp.299-310, 2015, Lecture Notes in Computer Science. 〈10.1007/978-3-319-26145-4_22〉. 〈hal-01258317〉
  • Oussama Hadjerci, Adel Hafiane, Donatello Conte, Pascal Makris, Pierre Vieyres, et al.. Ultrasound median nerve localization by classification based on despeckle filtering and features fusion. 2015 IEEE International Conference on Image Processing (ICIP), Sep 2015, Quebec City, Canada. 〈10.1109/ICIP.2015.7351588〉. 〈hal-01277513〉
  • Donatello Conte, Guillaume Damiand. Remove Noise in Video with 3D Topological Maps. 18th Joint International Workshops on Statistical Techniques in Pattern Recognition and Structural and Syntactic Pattern Recognition, Aug 2014, Joensuu, Finland. Springer International Publishing, 8621, pp.213-222, 2014, Lecture Notes in Computer Science. 〈10.1007/978-3-662-44415-3_22〉. 〈hal-01077970〉
  • Amal Mahboubi, Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento. Tracking System with Re-identification Using a RGB String Kernel. Joint IAPR International Workshop, S+SSPR 2014, Aug 2014, Joensuu, Finland. pp.333 - 342, 2014, 〈Joint IAPR International Workshop, S+SSPR 2014〉. 〈10.1007/978-3-662-44415-3_34〉. 〈hal-01083074〉
  • Oussama Hadjerci, Adel Hafiane, Pascal Makris, Donatello Conte, Pierre Vieyres, et al.. Nerve Detection in Ultrasound Images Using Median Gabor Binary Pattern. 11th International Conference, ICIAR 2014, Oct 2014, Villamoura, Portugal. pp.132 - 140, 2014, 〈10.1007/978-3-319-11755-3_15〉. 〈hal-01083075〉
  • Donatello Conte, Jean-Yves Ramel, Nicolas Sidère, Muhammad Muzzamil Luqman, Benoit Gaüzère, et al.. A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition. 9th IAPR - TC 15 workshop on Graph Based Repesentations in Pattern Recognition, May 2013, Vienne, Austria. pp.81, 2013. 〈hal-00829226〉
  • Amal Mahboubi, Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento. Ré-identification de Personnes par Modèle de Noyaux de Graphe. Colloque sur le Traitement du Signal et des Images (GRETSI'13), Sep 2013, Brest, France. pp.ID108, 2013. 〈hal-00929803〉
  • Amal Mahboubi, Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento. Tracking System with Re-identification Using a Graph Kernels Approach. CAIP 2013, Aug 2013, York, United Kingdom. pp.401-408, 2013. 〈hal-00953759〉
  • Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento. People Re-identification by Graph Kernel Methods. Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello. Graph Based Representations, May 2011, Munster, Germany. Springer, pp.285-294, 2011, LNCS. 〈hal-00680229〉
  • Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento. A graph-kernel method for re-identification. Mohamed Kamel University ofWaterloo, Department of Electrical and Computer Engineering, Waterloo, ON, Canada Aurélio Campilho University of Porto, Faculty of Engineering, Institute of Biomedical Engineering, Porto, Portugal. International Conference on Image Analysis and Recognition, Jun 2011, Burnaby, Canada. Springer Verlag Berlin, 6753, pp.173-182, 2011. 〈hal-00770260〉

Pré-publication, Document de travail2 documents

  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T 'Kindt. A Local Branching Heuristic for the Graph Edit Distance Problem. 2017. 〈hal-01587928〉
  • Donatello Conte. Detection, tracking, and behaviour analysis of moving people in intelligent video surveillance systems: a graph based approach. 4154; T. 2006. 〈hal-01464812〉