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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 revue16 documents

  • Alireza Alaei, Donatello Conte, Maxime Martineau, Romain Raveaux. Blind Document Image Quality Prediction Based on Modification of Quality Aware Clustering Method Integrating a Patch Selection Strategy. Expert Systems with Applications, Elsevier, 2018, 〈10.1016/j.eswa.2018.05.007〉. 〈hal-01792116〉
  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T 'Kindt. A local branching heuristic for solving a Graph Edit Distance Problem. Computers & Operations Research, 2018, 〈10.1016/j.cor.2018.02.002〉. 〈hal-01587928〉
  • Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro Damelio, Giuliano Grossi, et al.. Deep construction of an affective latent space via multimodal enactment. IEEE Transactions on Cognitive and Developmental Systems, Institute of Electrical and Electronics Engineers, Inc, 2018, pp.1 - 1. 〈10.1109/TCDS.2017.2788820〉. 〈hal-01758998〉
  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'Kindt. Graph Edit Distance: Accuracy of Local Branching from an application point of view. Pattern Recognition Letters, Elsevier, In press, 〈10.1016/j.patrec.2018.03.033〉. 〈hal-01761595〉
  • Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini. Learning error-correcting graph matching with a multiclass neural network. Pattern Recognition Letters, Elsevier, 2018, 〈10.1016/j.patrec.2018.03.031〉. 〈hal-01758990〉
  • 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〉
  • Alireza Alaei, Romain Raveaux, Donatello Conte. Image quality assessment based on regions of interest. Signal, Image and Video Processing, Springer Verlag, 2016, 11 (4), pp.673-680. 〈10.1007/s11760-016-1009-z〉. 〈hal-01405149〉
  • 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〉
  • 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. 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, 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, 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 congrès33 documents

  • Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'Kindt. A New Mixed Integer Linear Program for the Graph Edit Distance Problem. ISCO18, Apr 2018, Marrakesh, Morocco. 72, pp.254 - 265, 2017. 〈hal-01717268〉
  • Amal Mahboubi, Luc Brun, Donatello Conte. A Structural Approach to Person Re-Identification Problem. ICPR 2018 International Conference on Pattern Recognition, Aug 2018, Beijing, China. 〈hal-01867352〉
  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'Kindt. Formulation linéaire en nombres entiers pour le problème de la distance d'édition entre graphes. ROADEF18, Feb 2018, Lorient, France. 〈hal-01717264〉
  • Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'Kindt. Solving a special case of the Graph Edit Distance Problem with Local Branching. Matheuristics 2018, Jun 2018, Tours, France. 〈hal-01717709〉
  • Alireza Alaei, Romain Raveaux, Donatello Conte, Bela Stantic. "Quality" vs. "Readability" in Document Images: Statistical Analysis of Human Perception. 2018 13th IAPR International Workshop on Document Analysis Systems (DAS), Apr 2018, Vienna, Austria. IEEE, 2018 13th IAPR International Workshop on Document Analysis Systems (DAS). 〈10.1109/DAS.2018.42〉. 〈hal-01879782〉
  • Xavier Cortés, Donatello Conte, Hubert Cardot. A new bag of visual words encoding method for human action recognition. 24th International Conference on Pattern Recognition (ICPR), Aug 2018, Beijing, China. pp. 2480-2485. 〈hal-01879975〉
  • Xavier Cortés, Donatello Conte, Hubert Cardot, Francesc Serratosa. A Deep Neural Network Architecture to Estimate Node Assignment Costs for the Graph Edit Distance. Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR), Aug 2018, Beijing, China. pp. 429-438. 〈hal-01880066〉
  • Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'Kindt. Graph Edit Distance in the exact context. Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR), Aug 2018, Bejing, China. pp. 326-336. 〈hal-01880093〉
  • Quoc Cuong Le, Donatello Conte, Moncef Hidane. Online Multiple View Tracking: Targets Association Across Cameras. 6th Workshop on Activity Monitoring by Multiple Distributed Sensing (AMMDS 2018), Sep 2018, Newcastle, United Kingdom. 〈hal-01880374〉
  • C.D. Nguyen, M. Delalandre, Donatello Conte, T.A. Pham. A Review of Fast Edge Detectors for Real-Time Document Capture. Symposium International Francophone sur l'Ecrit et le Document (SIFED), Jun 2018, Bordeaux, France. 〈hal-01841047〉
  • Xavier Cortés, Donatello Conte, Hubert Cardot. Bags of Graphs for Human Action Recognition. Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR), Aug 2018, Beijing, China. pp. 429-438. 〈hal-01880039〉
  • Maxime Martineau, Romain Raveaux, Clément Chatelain, Donatello Conte, Gilles Venturini. Effective Training of Convolutional Neural Networks for Insect Image Recognition. 19th International Conference on Advanced Concepts for Intelligent Vision Systems, Sep 2018, Poitiers, France. 〈hal-01887615〉
  • Quoc Cong Le, Donatello Conte, Moncef Hidane, Pierre Gaucher. Suivi collaboratif mono-objet dans un réseau de caméras. Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France. 〈hal-01841050〉
  • 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〉
  • Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini. Approches connexionnistes pour la reconnaissance d'images d'insectes. ORASIS 2017, Jun 2017, Colleville-sur-Mer, France. 〈hal-01866627〉
  • 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〉
  • 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〉
  • Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Raffaella Lanzarotti. AMHUSE: a multimodal dataset for HUmour SEnsing. the 19th ACM International Conference on Multimodal Interaction, Nov 2017, Glasgow, United Kingdom. ACM Press, 〈10.1145/3136755.3136806〉. 〈hal-01693228〉
  • 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〉
  • 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〉
  • 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〉
  • 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〉
  • 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〉
  • 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〉
  • 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〉
  • 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〉
  • 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〉
  • 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 travail1 document

  • Donatello Conte. Detection, tracking, and behaviour analysis of moving people in intelligent video surveillance systems: a graph based approach. 4154; T. 2006. 〈hal-01464812〉