Reconnaissance de formes

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[1] Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sebastien. Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. In Proceedings of the 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019) 2019 .
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[2] Brun, Luc, Mahboubi, Amal & Conte, Donatelo. A structural approach to Person Re-identification problem. In 24th International Conference on Pattern Recognition (ICPR) , Pekin, China , Aug 2018 .
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[3] Blumenthal, David, Bougleux, Sebastien, Gamper, Johann & Brun, Luc. Quasimetric Graph Edit Distance As a Compact Quadratic Assignment Problem. In Proceedings of ICPR 2018 , pages 934-939 , Beijing, China , August 2018 .
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[4] Blumenthal, David, Bougleux, Sebastien, Gamper, Johann & Brun, Luc. Ring Based Approximation of Graph Edit Distance. In Proceedins of SSPR'2018 , Beijing , August 2018 .
abstract , bibtex ,PDF(local), HAL(PDF), HAL.

[5] Boria, Nicolas, Bougleux, Sebastien & Brun, Luc. Approximating GED using a Stochastic Generator and Multistart IPFP. In Proceedings of SSPR'2018 , August 2018 .
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[6] Bougleux, Sebastien, Gauzere, Benoit, B. Blumenthal, David & Brun, Luc. Fast linear sum assignment with error-correction and no cost constraints. Pattern Recognition Letters, , 2018.
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[7] Brun, Luc, Foggia, Pasquale & Vento, Mario. Trends in graph-based representations for Pattern Recognition. Pattern Recognition Letters, , 2018.
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[8] Daller, Evariste, Bougleux, Sebastien, Brun, Luc & Lezoray, Olivier. Motifs locaux et super-graphe pour la classification de graphes symboliques avec des reseaux convolutionnels. In Actes de la conerence RFIAP 2018 , Marne la valee , Juin 2018 .
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[9] Daller, Evariste, Bougleux, Sebastien, Brun, Luc & Lezoray, Olivier. Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks. In Proceedins of SSPR'2018 , Beijing , August 2018 .
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[10] Daller, Evariste, Bougleux, Sebastien, Gauzere, Benoit & Brun, Luc. Approximate Graph Edit Distance by Several Local Searches in Parallel. In Ana Fred editor. , 7th Internation Conference on Pattern Recognition Applications and Methods , January 2018 .
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[11] Bougleux, Sebastien, Gauzere, Benoit & Brun, Luc. A Hungarian Algorithm for Error-Correcting Graph Matching. In Pasquale Foggia, Cheng-Lin Liu and Mario Vento editors. , 11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition (GbRPR 2017) , pages 118-127 , AnaCapri, Italy , May 2017 .
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[12] Abu-Aisheh, Zeina, Gauzere, Benoit, Bougleux, Sebastien, Ramel, Jean-Yves, Brun, Luc, Raveaux, Romain, et al. Graph edit distance contest: Results and future challenges. Pattern Recognition Letters, 100( Supplement C ): 96 - 103, 2017.
abstract , bibtex ,HAL, ScienceDirect.

[13] Bougleux, Sebastien, Brun, Luc, Carletti, Vincenzo, Foggia, Pasquale, Gaüzère, Benoit & Vento, Mario. Graph edit distance as a quadratic assignment problem. Pattern Recognition Letters, 87: 38-46, 2017.
abstract , bibtex ,ScienceDirect.

[14] Bougleux, Sebastien & Brun, Luc. Linear Sum Assignment with Edition , March 2016 .
bibtex ,HAL, PDF, arXiv.

[15] Bougleux, Sebastien, Gauzere, Benoit & Brun, Luc. Graph Edit Distance as a Quadratic Program. In ICPR 2016 23rd International Conference on Pattern Recognition , Cancun, Mexico , December 2016 .
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[16] Grenier, Pierre Anthony, Brun, Luc & Villemin, Didier. Taking into Account Stereoisomerism in the Prediction of Molecular Properties. In Proceedings of ICPR 2016 , Cancun , December 2016 .
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[17] Rhabi, Youssef El, Simon, Loic, Brun, Luc, Llados Canet, Josep & Lumbreras, Felipe. Information Theoretic Rotationwise Robust Binary Descriptor Learning. In Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2016, Merida, Mexico, November 29 - December 2, 2016, Proceedings , pages 368--378 , November 2016 .
bibtex ,Springer, HAL.

[18] Brun, L., Percannella, G., Saggese, A. & Vento, M.. Action recognition by using kernels on aclets sequences. Computer Vision and Image Understanding, 144: 3-13, 2016.
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[19] Gauzere, Benoit, Bougleux, Sebastien & Brun, Luc. Approximating Graph Edit Distance Using GNCCP. In Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2016, Merida, Mexico, November 29 - December 2, 2016, Proceedings , pages 496--506 , November 2016 .
bibtex ,Springer, HAL.

[20] Bougleux, Sebastien, Brun, Luc, Carletti, Vincenzo, Foggia, Pasquale, Gauzere, Benoit & Vento, Mario. A Quadratic Assignment Formulation of the Graph Edit Distance , Dec 2015 .
bibtex ,PDF, HAL, arXiv.

[21] Gauzere, Benoit, Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. Treelet kernel incorporating cyclic, stereo and inter pattern information in Chemoinformatics. Pattern Recognition, 48( 2 ): 356-367, February 2015.
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[22] Brun, L., Foggia, P., Saggese, A. & Vento, M.. Recognition of human actions using edit distance on aclet strings. In V.I.S.A.P.P 2015 2015 .
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[23] Carletti, Vincenzo, Gauzere, Benoit, Brun, Luc & Vento, Mario. Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance. In Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. , Proceedings of the 10 th IAPR-TC15 Workshop on Graph-based Representations (GbR) in Pattern Recognition , pages 188-197 , Bejing, China , May 2015 .
abstract , bibtex ,draft version (PDF), HAL.

[24] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. From bags to graphs of stereo subgraphs in order to predict molecule's properties. In Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. , Proceedings of the 10 th IAPR-TC15 Workshop on Graph-based Representations (GbR) in Pattern Recognition , pages 305-314 , Bejing, China , May 2015 .
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[25] Hafiane, Rachid, Brun, Luc & Tabbone, Salvatore. Incremental embedding within a dissimilarity-based framework. In Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. , Proceedings of the 10 th IAPR-TC15 Workshop on Graph-based Representations (GbR) in Pattern Recognition , pages 64-73 , Bejing, China , May 2015 .
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[26] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Graph kernel encoding substituents relative positioning. In Proceedings of International Conference on Pattern Recognition (ICPR), 2014 , pages 6 p. , Stockholm(SE) , Sep 2014 .
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[27] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Representation des cycles d'une molecule sous forme d'hypergraphe. In Actes de la conference RFIA 2014 , Rouen, France , Jun 2014 .
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[28] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. Un noyau sur graphe prenant en compte la stereoisomerie des molecules. In Actes de la conference RFIA 2014 , France , Jun 2014 .
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[29] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. A Graph Kernel incorporating molecule's stereisomerism information. In Proceedings of ICPR 2014 , pages - , Stockholm, Suede , Aug 2014 .
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[30] Brun, Luc, Saggese, Alessia & Vento, Mario. Dynamic Scene Understanding for behavior analysis based on string kernels. Circuits and Systems for Video Technology, IEEE Transactions on, 24( 10 ): 1669 - 1681, 2014.
abstract , bibtex ,TR(pdf).

[31] Brun, L., Percannella, G., Saggese, A. & Vento, M.. HacK: A System for the Recognition of Human Actions by Kernels of Visual Strings. In IEEE editor. , IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014) , Seoul, Korea 2014 .
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[32] Brun, L., Cappellania, B., Saggese, A. & Vento, M.. Detection of Anomalous Driving Behaviors by Unsupervised Learning of Graphs. In IEEE editor. , IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014) , Seoul, Korea 2014 .
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[33] Brun, L., Saggese, A. & Vento, M.. A Reliable String Kernel based Approach for Solving Queries by Sketch. In IEEE editor. , IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014) , Seoul, Korea 2014 .
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[34] Gauzere, Benoit, Bougleux, Sebastien, Riesen, Kaspar & Brun, Luc. Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. In Structural, Syntactic, and Statistical Pattern Recognition - JointIAPR International Workshop, S+SSPR 2014. Proceedings , pages 73--82 , Joensuu, Finland , August 20-22 2014 .
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[35] Gauzere, Benoit, Brun, Luc & Villemin, Didier. , Quantitative Graph Theory: Mathematical Foundations and Applications , chapter : Graph kernels in chemoinformatics , Discrete Mathematics and Its Applications , CRC Press 2014 .
bibtex ,Draft version(pdf).

[36] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. Incorporating Molecule's Stereisomerism within the Machine Learning Framework. In Structural, Syntactic, and Statistical Pattern Recognition - JointIAPR International Workshop, S+SSPR 2014. Proceedings , pages 12--21 , Joensuu, Finland , August 20-22 2014 .
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[37] Mahboubi, Amal, Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario. Tracking System with Re-identification Using a RGB String Kernel. In Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2014. Proceedings , pages 333--342 , Joensuu, Finland , August 20-22 2014 .
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[38] Saggese, A., Brun, L. & Vento, M.. Detecting and indexing moving objects for Behavior Analysis by Video and Audio Interpretation. Electronic Letters on Computer Vision and Image Analysis, 13( 2 ), 2014.
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[39] Gauzere, Benoit, Brun, Luc & Villemin, Didier. A new hypergraph molecular representation. In Actes des 6 iemes Journees de la Chemoinformatique. , pages 1 , Nancy, France , Oct 2013 .
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[40] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Relevant Cycle Hypergraph Representation for Molecules. In Graph-Based Representations in Pattern Recognition , pages 111 , Autriche , May 2013 .
abstract , bibtex ,Abstract, pdf.

[41] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. Chiral Kernel : Taking into account stereoisomerism. In 6emes journees de la Societe Francaise de Chemoinformatique (SFCi) , Nancy, France , Oct 2013 .
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[42] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. Treelet Kernel Incorporating Chiral Information. In 9th IAPR-TC15 International Workshop on Graph-based Representations in Pattern Recognition , Vienne, Autriche , May 2013 .
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[43] Brun, Luc, Saggese, Alessia & Vento, Mario. Learning and classification of car trajectories in road video by string kernels. In Proceedings of the International Conference on Computer Vision Theory and Applications (V.I.S.A.P.P) , pages 709-714 , Barcelona, Spain 2013 .
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[44] Conte, Donatello, Ramel, Jean-Yves, Sidere, Nicolas, Luqman, Muhammad Muzzamil, Gauzere, Benoit, Gibert, Jaume, et al. A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition. In Graph-Based Representations in Pattern Recognition - 9th IAPR-TC-15 International Workshop , pages 81-90 2013 .
bibtex ,Abstract and Pdf.

[45] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Noyau de Treelets applique aux graphes etiquetes et aux graphes de cycles. Revue d'Intelligence Artificielle, 27( 1 ): 121-144, 2013.
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[46] Gibert, Jaume, Valveny, Ernest, Bunke, Horst & Brun, Luc. Graph Clustering Through Attribute Statistics Based Embedding. In R. Wilson, E. Hancock, A. Bors and W. Smith editors. , Computer Analysis Images and Patterns 2013 , pages 302-309 , York , August 2013 .
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[47] MAHBOUBI, Amal, BRUN, Luc, CONTE, Donatello, FOGGIA, Pasquale & VENTO, Mario. Re-identification de Personnes par Modele de Noyaux de Graphe. In GRETSI 2013 , Brest , September 2013 .
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[48] Mahboubi, Amal, Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario. Tracking System with Re-identification Using a Graph Kernels Approach. In R. Wilson, E. Hancock, A. Bors and W. Smith editors. , Computer Analysis Images and Patterns 2013 , pages 401-408 , York , August 2013 .
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[49] Bougleux, Sebastien, Dupe, Francois-Xavier, Brun, Luc, Benoit, Gauzere & Mokhtari, Myriam. Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel. In Proceedings of ICPR 2012 , pages 1602-1605 , Tsukuba, Japan , November 2012 .
bibtex ,Abstract and Pdf.

[50] Bougleux, Sebastien, Dupe, Francois-Xavier, Brun, Luc & Mokhtari, Myriam. Shape Similarity based on a Treelet Kernel with Edition. In A. Imiya et al. editor. , Proceedings of S+SSPR2012 , pages 199-207 , Miyajima-Itsukushima, Hiroshima, Japan , November 2012 .
bibtex ,Abstract and Pdf.

[51] Brun, Luc, Saggese, Alessia & Vento, Mario. A clustering algorithm of trajectories for behaviour understanding based on string kernels. In Proceedings of the Conference on Signal Image Technology & Internet Based Systems (SITIS) , pages 267--274 , Sorrento, Italy 2012 .
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[52] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Two new graphs kernels in chemoinformatics. Pattern Recognition Letters, 33( 15 ): 2038-2047, 2012.
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[53] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Noyau de Treelets Applique aux Graphes Etiquetes. In Actes de RFIA 2012 , Lyon, France , Jan. 2012 .
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[54] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Graph Kernels Based on Relevant Patterns and Cycle Information for Chemoinformatics. In Proceedings of ICPR 2012 , pages 1775-1778 , Tsukuba, Japan , November 2012 .
bibtex ,Abstract and Pdf.

[55] Gauzere, Benoit, Makoto, Hasegawa, Brun, Luc & Tabbone, Salvatore. Implicit and Explicit Graph Embedding: Comparison of both Approaches on Chemoinformatics Applications.. In A. Imiya et al. editor. , Proceedings of S+SSPR2012 , pages 510-518 , Miyajima-Itsukushima, Hiroshima, Japan , November 2012 .
bibtex ,Abstract and Pdf.

[56] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Graph Kernels: Crossing Information from Different Patterns using Graph Edit Distance. In A. Imiya et al. editor. , Proceedings of S+SSPR2012 , pages 42-50 , Miyajima-Itsukushima, Hiroshima, Japan , November 2012 .
bibtex ,Abstract and Pdf.

[57] Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario. A graph kernel method for Re-identification. In In 8th International Conference on Image Analysis and Recognition (ICIAR'2011) , pages 173-182 , June 2011 .
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[58] Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario. People Re-identification by Graph Kernel Methods. In Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello editors. , In 8th IAPR - TC-15 Workshop on Graph-based Representations in Pattern Recognition (GBR'11) , pages 285-294 , May 2011 .
bibtex ,Abstract and Pdf.

[59] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Deux nouveaux noyaux sur Graphes et leurs applications en chimioinformatique. In Apprentissage et Graphes pour les Systemes complexes (AGS) 2011 , pages 28-39 , May 2011 .
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[60] Gauzere, Benoit, Brun, Luc & Villemin, Didier. Two new Graph Kernels and Applications to Chemoinformatics. In Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello editors. , In 8th IAPR - TC-15 Workshop on Graph-based Representations in Pattern Recognition (GBR'11) , pages 112-122 , May 2011 .
bibtex ,Abstract and Pdf.

[61] Brun, Luc, Conte, Donatello, Foggia, Pasquale, Vento, Mario & Villemin, Didier. Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application. In Proceedings of the First International Workshop on Querying Graph Structured Data , Novi Sad, Serbia , September 2010 .
abstract , bibtex ,paper(pdf).

[62] Dupe, Francois-Xavier, Bougleux, Seebastien, Brun, Luc, Lezoray, Olivier & Elmoataz, Abder. Kernel Based Implicit Graph Regularization of Structured Objects. In Proc. of ICPR'2010 , August 2010 .
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[63] Dupe, Francois-Xavier & Brun, Luc. Classification de formes avec un noyau sur graphes flexible et robuste au bruit. In Proceedings of RFIA'2010 , Caen , January 2010 .
abstract , bibtex ,papier(pdf).

[64] Dupe, F. -X. & Brun, L.. Edition within a graph kernel framework for shape recognition. In Graph Based Representation in Pattern Recognition 2009 , pages 11-21 2009 .
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[65] Dupe, F. -X. & Brun, L.. Tree covering within a graph kernel framework for shape classification.. In Pasquale Foggia, Carlo Sansone and Mario Vento editors. , ICIAP 2009 , pages 278-287 2009 .
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[66] Dupe, F. -X. & Brun, L.. Shape classification using a flexible graph kernel. In Xiaoyi Jiang editor. , Proceedings of CAIP 2009 , September 2009 .
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[67] Dupe, F.-X. & Brun, L.. Hierarchical Bag of Paths for Kernel Based Shape Classification. In Proceedings of S+SSPR 2008 , pages 227-236 , Orlando 2008 .
abstract , bibtex ,paper(pdf), arXiv.

[68] Rosenberger, Christophe & Brun, Luc. Similarity-Based Matching for Face Authentication. In Proceedings of the International Conference on Pattern Recognition (ICPR'2008) , pages 0-0 , Tampa, Florida, USA 2008 .
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