Reconnaissance de formes

[1] Stanovic, Stevan, Gaüzère, Benoit & Brun, Luc. Graph Neural Networks with maximal independent set-based pooling: Mitigating over-smoothing and over-squashing. Pattern Recognition Letters, 187: 14-20, 2025.
abstract , bibtex ,HAL, PRL.

[2] Seraphim, Mathieu, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier. Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks. Springer Nature Computer Science, 5( 7 ): 953, Oct 2024.
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[3] Seraphim, Mathieu, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier. Structure preserving transformers for sequences of SPD matrices. In Proceedings of EUSIPCO 2024 , pages 1451-1455 , Lyon, France , August 2024 .
abstract , bibtex ,Eurasip, HAL.

[4] Wallnig, Julia, Brun, Luc, Gaüzère, Benoit, Bougleux, Sébastien, Yger, Florian & Blumenthal, David B.. A Differentiable Approximation of the Graph Edit Distance. In Andrea Torsello and Luca Rossi editors. , Proceedings of SSPR'2024 , Venice, Italy , September 2024 .
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[5] Dequidt, Paul, Seraphim, Mathieu, Lechervy, Alexis, Igor Gaez, Ivan, Brun, Luc & Etard, Olivier. Automatic sleep stage classification on EEG signals using time-frequency representation. In Jose M. Juarez, Mar Marcos, Gregor Stiglic and Allan Tucker editors. , Proceedings of AIME 2023, Slovenia , pages 250-259 , jun 2023 .
abstract , bibtex ,Springer, HAL.

[6] Seraphim, Mathieu, Dequidt, Paul, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier. Analyse automatique de l'état de sommeil sur données EEG par utilisation de Transformers et de matrices de covariance. In Proceedings of ORASIS 2023, Carqueiranne , may 2023 .
abstract , bibtex ,HAL(pdf), HAL.

[7] Seraphim, Mathieu, Dequidt, Paul, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier. Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms. In Nicolas Tsapatsoulis, Andreas Lanitis, Marios Pattichis, Constantinos S. Pattichis, Christos Kyrkou, Efthyvoulos Kyriacou, et al. editors., Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part II , pages 67--76 2023 .
abstract , bibtex ,Springer, HAL.

[8] Stanovic, Stevan, Gauzere, Benoit & Brun, Luc. Maximal Independent Sets for Pooling in Graph Neural Networks. In Mario Vento, Pasquale Foggia, Donatello Conte and Vincenzo Carletti editors. , Graph-Based Representations in Pattern Recognition - 13th IAPR-TC-15 International Workshop, GbRPR 2023, Vietri sul Mare, Italy, September 6-8, 2023, Proceedings , pages 113--124 2023 .
abstract , bibtex ,Springer, HAL.

[9] Stanovic, Stevan, Gauzere, Benoit & Brun, Luc. Ensemble de sommets independant maximal applique au pooling sur graphes. In Congres Reconnaissance des Formes, Image, Apprentissage et Perception ( RFIAP) , VANNES, France , Jul 2022 .
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[10] Stanovic, Stevan, Gauzere, Benoit & Brun, Luc. Maximal Independent Vertex Set applied to Graph Pooling. In Structural and Syntactic Pattern Recognition (SSPR) , Montreal, Canada , Aug 2022 .
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[11] Brun, Luc, Gauzere, Benoit, Renton, Guillaume, Bougleux, Sebastien & Yger, Florian. A differentiable approximation for the Linear Sum Assignment Problem with Edition (LSAPE). In Proceedinds of 26th ICPR 2022 , Montréal , August 2022 .
abstract , bibtex ,HAL, TR(pdf).

[12] Ben Naceur, Mostefa, Brun, Luc & Lezoray, Olivier. Lightweight Deep Symmetric Positive Definite Manifold Network for Real-Time 3D Hand Gesture Recognition. In Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition 2021 , Jodhpur, India , December 2021 .
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[13] Brun, Luc, Gauzere, Benoit, Bougleux, Sebastien & Yger, Florian. A new Sinkhorn algorithm with Deletion and Insertion operations , Nov 2021 .
abstract , bibtex ,Pdf(HAL), HAL, ArXiv, Pdf(ArXiv).

[14] Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sebastien. Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition. In International Conference on Pattern Recognition (ICPR - IEEE) , Milan (virtual), Italy 2021 .
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[15] B. Blumenthal, David, Boria, Nicolas, Bougleux, Sébastien, Brun, Luc, Gamper, Johann & Gaüzère, Benoit. Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing. Information Systems, 100: 101766, 2021.
abstract , bibtex ,ScienceDirect, Code.

[16] B. Blumenthal, David, Bougleux, Sebastien, Gamper, Johann & Brun, Luc. Upper Bounding GED via Transformations to LSAPE Based on Rings and Machine Learning. Int. Journal Pattern Recognition and Artificial Intelligence, 35( 8 ), 2021.
abstract , bibtex ,ArXiv, DOI.

[17] Blumenthal, David B., Boria, Nicolas, Gamper, Johann, Bougleux, Sebastien & Brun, Luc. Comparing heuristics for graph edit distance computation. The VLDB Journal, 29: 419-458, Jul 2020.
abstract , bibtex ,Springer, HAL.

[18] Ghezaiel, Wajdi, Brun, Luc, Lezoray, Olivier & Mokhtari, Myriam. Scattering transform et reseaux convolutionels pour l'identification du locuteur. In RFIAP (Reconnaissance des Formes, Image, Apprentissage et Perception) , Vannes, France , Jun 2020 .
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[19] Boria, Nicolas, B. Blumenthal, David, Bougleux, Sébastien & Brun, Luc. Improved local search for graph edit distance. Pattern Recognition Letters, 129: 19-25, 2020.
abstract , bibtex ,ScienceDirect, DraftVersion.

[20] Ghezaiel, Wajdi, Brun, Luc & Lezoray, Olivier. Hybrid Network For End-To-End Text-Independent Speaker Identification. In 25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021 , pages 2352--2359 2020 .
abstract , bibtex ,IEEXplore, Slides, PDF, HAL.

[21] Ghezaiel, Wajdi, Brun, Luc & Lezoray, Olivier. Wavelet Scattering Transform and CNN for Closed Set Speaker Identification. In 22nd IEEE International Workshop on Multimedia Signal Processing, MMSP 2020, Tampere, Finland, September 21-24, 2020 , pages 1--6 2020 .
abstract , bibtex ,IEEXplore, PDF, HAL.

[22] Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sebastien. A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition. In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , June 2019 .
abstract , bibtex ,openAccess, HAL, PDF(HAL), arXiv.

[23] Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sébastien. 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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[24] Blumenthal, David, Bougleux, Sébastien, Gamper, Johann & Brun, Luc. GEDLIB: A C++ Library for Graph Edit Distance Computation. In Donatello Conte, Jean-Yves Ramel and Pasquale Foggia editors. , 12th IAPR TC15 Workshop on Graph-Based Representation in Pattern Recognition (GbR) , pages 14-24 , Tours , June 2019 .
abstract , bibtex ,HAL, Python Binding(GIT).

[25] Boria, Nicolas, Bougleux, Sébastien, Gaüzère, Benoit & Brun, Luc. Generalized Median Graph via Iterative Alternate Minimizations. In Donatello Conte and Jean-Yves Ramel editors. , Proceedings of the International 12th workshop on Graph-Based Representation in Pattern Recognition , Tours , June 2019 .
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[26] Brun, Luc, Mahboubi, Amal & Conte, Donatelo. A structural approach to Person Re-identification problem. In 24th International Conference on Pattern Recognition (ICPR) , pages 1616-1621 , Pekin, China , Aug 2018 .
abstract , bibtex ,HAL, HAL(PDF).

[27] Blumenthal, David, Bougleux, Sébastien, 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 .
abstract , bibtex ,HAL, HAL(PDF).

[28] Blumenthal, David, Bougleux, Sébastien, Gamper, Johann & Brun, Luc. Ring Based Approximation of Graph Edit Distance. In Xiao Bai, Edwin R. Hancock, Tin Kam Ho, Richard C. Wilson, Battista Biggio and Antonio Robles-Kelly editors. , Proceedins of Structural, Syntactic, and Statistical Pattern Recognition (SSPR)'2018 , pages 293-303 , Beijing , August 2018 .
abstract , bibtex ,PDF(local), HAL(PDF), HAL.

[29] Boria, Nicolas, Bougleux, Sébastien & Brun, Luc. Approximating GED using a Stochastic Generator and Multistart IPFP. In Xiao Bai, Edwin R. Hancock, Tin Kam Ho, Richard C. Wilson, Battista Biggio and Antonio Robles-Kelly editors. , Proceedings of SSPR'2018 , pages 460--469 , August 2018 .
abstract , bibtex ,HAL, HAL(PDF).

[30] Bougleux, Sébastien, Gaüzère, Benoit, B. Blumenthal, David & Brun, Luc. Fast linear sum assignment with error-correction and no cost constraints. Pattern Recognition Letters, 134: 37-45, 2018.
abstract , bibtex ,ScienceDirect, HAL.

[31] Brun, Luc, Foggia, Pasquale & Vento, Mario. Trends in graph-based representations for Pattern Recognition. Pattern Recognition Letters, , 2018.
abstract , bibtex ,url.

[32] Daller, Evariste, Bougleux, Sébastien, 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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[33] Daller, Evariste, Bougleux, Sébastien, Brun, Luc & Lezoray, Olivier. Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks. In Xiao Bai, Edwin R. Hancock, Tin Kam Ho, Richard C. Wilson, Battista Biggio and Antonio Robles-Kelly editors. , Proceedins of Structural, Syntactic, and Statistical Pattern Recognition(SSPR)'2018 , pages 97--106 , Beijing , August 2018 .
abstract , bibtex ,HAL, HAL(PDF).

[34] Daller, Evariste, Bougleux, Sébastien, Gaüzère, 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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[35] 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 .
bibtex ,PDF(HAL), www page.

[36] Abu-Aisheh, Zeina, Gaüzère, Benoit, Bougleux, Sébastien, 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.

[37] Bougleux, Sébastien, 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, HAL.

[38] Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier. Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions. Pattern Recognition Letters, 87: 222 - 230, 2017.
abstract , bibtex ,ScienceDirect.

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

[40] Bougleux, Sebastien, Gauzere, Benoit & Brun, Luc. Graph Edit Distance as a Quadratic Program. In ICPR 2016 23rd International Conference on Pattern Recognition , pages 1701–1706 , Cancun, Mexico , December 2016 .
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[41] Grenier, Pierre Anthony, Brun, Luc & Villemin, Didier. Taking into Account Stereoisomerism in the Prediction of Molecular Properties. In Proceedings of ICPR 2016 , pages 1543-1548 , Cancun , December 2016 .
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[42] 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.

[43] 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.
abstract , bibtex ,CVIU, HAL.

[44] 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.

[45] 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.

[46] 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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[47] 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 .
bibtex ,HAL.

[48] Carletti, Vincenzo, Gaüzère, 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.

[49] 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 .
abstract , bibtex ,HAL, ResearchGate.

[50] 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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[51] 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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[52] 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 .
abstract , bibtex ,Description, pdf.

[53] 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 .
abstract , bibtex ,Description, pdf.

[54] 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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[55] 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).

[56] 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 .
bibtex ,HAL.

[57] 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 .
bibtex ,HAL.

[58] 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 .
abstract , bibtex ,ResearchGate.

[59] 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 .
bibtex ,DOI, HAL, Pdf.

[60] Gaüzère, 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).

[61] 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 .
bibtex ,LNCS, HAL.

[62] 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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[63] 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.
bibtex ,url.

[64] 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.

[65] Gaüzère, 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 .
abstract , bibtex ,abstract, pdf.

[66] 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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[67] 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 .
abstract , bibtex ,Abstact, PDF.

[68] 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 .
abstract , bibtex ,paper.

[69] 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.

[70] Gaüzère, 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.
abstract , bibtex ,RIA Online, HAL.

[71] 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 .
bibtex ,Pdf.

[72] 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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[73] 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 .
abstract , bibtex ,Pdf.

[74] Bougleux, Sébastien, Dupe, Francois-Xavier, Brun, Luc, Benoit, Gaüzère & 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.

[75] Bougleux, Sébastien, 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.

[76] 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 .
bibtex ,Abstract and Pdf.

[77] Gaüzère, Benoit, Brun, Luc & Villemin, Didier. Two new graphs kernels in chemoinformatics. Pattern Recognition Letters, 33( 15 ): 2038-2047, 2012.
abstract , bibtex ,ScienceDirect, HAL.

[78] Gaüzère, Benoit, Brun, Luc & Villemin, Didier. Noyau de Treelets Applique aux Graphes Etiquetes. In Actes de RFIA 2012 , Lyon, France , Jan. 2012 .
abstract , bibtex ,paper (pdf).

[79] Gaüzère, 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.

[80] Gaüzère, 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.

[81] Gaüzère, 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.

[82] 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 .
bibtex ,HAL, pdf.

[83] 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.

[84] Gaüzère, 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 .
bibtex ,Abstract and Pdf.

[85] Gaüzère, 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.

[86] 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).

[87] 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 .
abstract , bibtex ,paper(pdf).

[88] 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).

[89] 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 .
abstract , bibtex ,paper(pdf).

[90] 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 .
abstract , bibtex ,paper(pdf).

[91] 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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[92] 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.

[93] 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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