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[1] 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 .
abstract , bibtex .

[2] 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 .
abstract , bibtex .

[3] 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).

[4] 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).

[5] 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.

[6] 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).

[7] Bougleux, Sébastien, Gaüzère, Benoit, B. Blumenthal, David & Brun, Luc. Fast linear sum assignment with error-correction and no cost constraints. Pattern Recognition Letters, , 2018.
abstract , bibtex ,url.

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

[9] 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 .
abstract , bibtex ,HAL.

[10] 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).

[11] 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 .
abstract , bibtex ,HAL.

[12] 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.

[13] 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.

[14] 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.

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

[16] 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 .
bibtex ,HAL, PDF.

[17] 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 .
bibtex ,PDF, HAL.

[18] 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.

[19] 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.

[20] 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.

[21] 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.

[22] El Rhabi, Youssef, Simon, Loic & Brun, Luc. Estimation de la pose d'une camera a partir d'un flux video en s'approchant du temps reel. In Journees francophones des jeunes chercheurs en vision par ordinateur , Amiens, France , Jun 2015 .
bibtex ,url.

[23] 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.
abstract , bibtex ,HAL, Pdf.

[24] 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 .

[25] 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.

[26] 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 .
bibtex .

[27] 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 .
bibtex .

[28] 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 .
abstract , bibtex ,HAL, Pdf.

[29] 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.

[30] 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.

[31] 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 .
abstract , bibtex ,HAL.

[32] 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).

[33] 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 .

[34] 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 .

[35] 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 .
bibtex .

[36] 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.

[37] 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).

[38] 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.

[39] 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 .
bibtex .

[40] 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.

[41] 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.

[42] 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.

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

[44] 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.

[45] 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.

[46] 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.

[47] 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.

[48] 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.

[49] 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 .
bibtex .

[50] 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.

[51] 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.

[52] 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.

[53] Brun, Luc & Kropatsch, Walter. , Image Processing and Analysing With Graphs: Theory and Practice , chapter : Hierarchical Graph Encoding , CRC Press 2012 .
bibtex ,pdf.

[54] 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.

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

[56] 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).

[57] 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.

[58] 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.

[59] 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.

[60] Assemlal, Haz-Edine, Tschumperle, David, Brun, Luc & Siddiqi, Kaleem. Recent advances in diffusion MRI modeling: Angular and radial reconstruction. Medical image analysis, 15( 4 ): 369-396, August 2011.
abstract , bibtex ,pdf.

[61] 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.

[62] 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.

[63] 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.

[64] 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.

[65] Goffe, Romain, Brun, Luc & Damiand, Guillaume. Tiled top down combinatorial pyramids for large images representation. International Journal of Imaging Systems and Technology, 21( 1 ): 28--36, 2011.
bibtex ,Abstract and Pdf, Wiley library.

[66] Goffe, Romain, Brun, Luc & Damiand, Guillaume. Tiled top down pyramids and segmentation of large histological images. 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 255-264 , May 2011 .
abstract , bibtex ,HAL, pdf, poster(pdf).

[67] Fourey, Sebastien & Brun, Luc. Efficient encoding of n-D combinatorial pyramids. In Proceedings of the International Conference on Pattern Recognition (ICPR'2010) , Istanbul, Turkey , August 2010 .
abstract , bibtex ,paper(pdf).

[68] 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).

[69] 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).

[70] 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).

[71] Goffe, Romain, Damiand, Guillaume & Brun, Luc. A causal extraction scheme in top-down pyramids for large images segmentation. In In 13th International Workshop On Structural and Syntactic Pattern Recognition (SSPR'10) , pages 264-274 , August 2010 .
bibtex ,HAL, pdf, poster.

[72] Fourey, Sebastien & Brun, Luc. Connecting walks and connecting dart sequences for n-D combinatorial pyramids 2009-07 .
abstract , bibtex ,HAL, pdf.

[73] Assemlal, H-E., Tschumperl'e, David & Brun, Luc. Efficient and Robust Computation of PDF Features from Diffusion MR Signal. Medical Image Analysis, 13( 5 ): 715-729, 2009.
abstract , bibtex ,HAL, pdf.

[74] Assemlal, H-E., Tschumperl'e, David & Brun, Luc. Estimation de caractéristiques quelconques de la PDF à partir d'un signal IRM de diffusion. In GRETSI , Dijon,France , September 2009 .
bibtex .

[75] Assemlal, H-E., Tschumperl'e, David & Brun, Luc. Evaluation of q-Space Sampling Strategies for the Diffusion Magnetic Resonance Imaging. In MICCAI , London/England , September 2009 .
abstract , bibtex .

[76] 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).

[77] 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).

[78] Dupe, F. -X. & Brun, L.. Shape classification using a flexible graph kernel. In Xiaoyi Jiang editor. , Proceedings of CAIP 2009 , September 2009 .
abstract , bibtex ,paper(pdf).

[79] Fourey, Sebastien & Brun, Luc. A first step toward combinatorial pyramids in nD spaces 2009 .
abstract , bibtex ,HAL, pdf.

[80] Fourey, Sebastien & Brun, Luc. A first step toward combinatorial pyramids in n-D spaces. In Graph-based Representations in Pattern Recognition , pages 304--313 , Venice, Italy , May 2009 .
abstract , bibtex ,paper(pdf).

[81] Fourey, Sebastien & Brun, Luc. Connecting walks and connecting dart sequences for n-D combinatorial pyramids. In W. G. Kroptach, H. Molina and A. Ion editors. , Proceedings of the workshop on Computational Topology in Image Context , pages 67--74 , St. Kathrein/Offenegg, Austria , Aug. 2009 .
bibtex .

[82] Fourey, Sebastien & Brun, Luc. Connecting walks and connecting dart sequences for n-D combinatorial pyramids. In P. Wiederhold and R. P. Barneva editors. , Progress in Combinatorial Image Analysis (International Workshop on Combinatorial Image Analysis) , pages 109--122 , Cancun, Mexico , Nov. 2009 .
abstract , bibtex ,paper(pdf).

[83] Deruyver, Aline, Hode, Yann & Brun, Luc. Image interpretation with a conceptual graph: Labeling over-segmented images and detection of unexpected objects. Artif. Intell., 173( 14 ): 1245-1265, 2009.
abstract , bibtex .

[84] Goffe, Romain, Damiand, Guillaume & Brun, Luc. A top down construction scheme for irregular pyramids. In V.I.S.A.P.P.'2009 , February 2009 .
bibtex .

[85] Goffe, Romain, Damiand, Guillaume & Brun, Luc. Extraction of tiled top-down irregular pyramids from large images.. In Petra Wiederhold and Reneta P. Barneva editors. , 13th International Workshop on Combinatorial Image Analysis (IWCIA'09) , pages 123-137 , November 2009 .
abstract , bibtex ,HAL, pdf, slides.

[86] Lebosse, Jerome. Methodes d'identification pour le controle de l'utilisation de documents audio . PhD thesis, Universite de Caen , May 2009 .
abstract , bibtex ,manuscript(pdf).

[87] Assemlal, H-E., Tschumperl'e, David & Brun, Luc. Robust Variational Estimation of PDF functions from Diffusion MR Signal.. In CDMRI , New York/USA , September 2008 .
abstract , bibtex ,HAL, pdf, Presentation.

[88] Assemlal, Haz-Edine, Tschumperle, David & Brun, Luc. Efficient Computation of PDF-Based Characteristics from Diffusion MR Signal. In MICCAI '08: Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II , pages 70--78 , Berlin, Heidelberg 2008 .
abstract , bibtex ,pdf, Slides.

[89] Brun, L. & Pruvot, J.H.. Hierarchical Matching Using Combinatorial Pyramid Framework. In ICISP 2008 , pages 346-355 , Cherbourg 2008 .
bibtex .

[90] 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.

[91] Elhassani, M., Jehan-Besson, S., Brun, L., Revenu, M., Duranton, M., Tschumperle, D. & et al. A Time-Consistent Video Segmentation Algorithm designed for Real-Time Implementation. VLSI Design, 2008( Article ID 892370 ): 12 pages, 2008.
bibtex .

[92] Nee, G., Jehan-Besson, S., Brun, L. & Revenu, M.. Significance tests and statistical inequalities for region matching. In N. da Vitaro Lobo et al. editor. , Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops S+SSPR 2008 , pages 350--360 , December 2008 .
bibtex .

[93] Tschumperle, D. & Brun, L.. Image Denoising and Registration by PDE's on the Space of Patches. In International Workshop on Local and Non-Local Approximation in Image Processing (LNLA'08) , pages , Lausanne 2008 .
bibtex ,HAL, pdf.

[94] Tschumperle, D. & Brun, L.. Defining Some Variational Methods on the Space of Patches : Application to Multi-Valued Image Denoising and Registration . Technical Report 08/01 2008 .
bibtex .

[95] Hugues Pruvot, Jean. Segmentation et appariement hiérarchiques basés sur les pyramides combinatoires . PhD thesis, Université de Caen Basse Normandie - ED SIMEM , France 2008 .
bibtex ,Phd.

[96] 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 .
bibtex .

[97] Assemlal, H-E., Tschumperle, David & Brun, Luc. A Variational Framework for the Robust Estimation of ODFs From High Angular Resolution Diffusion Images. . Technical Report 07-01 , April 2007 .
bibtex ,pdf.

[98] Assemlal, H-E., Tschumperle, David & Brun, Luc. Fiber Tracking on HARDI Data Using Robust ODF Fields.. In ICIP'2007, IEEE International Conference on Image Processing , San Antonio/USA , September 2007 .
abstract , bibtex ,HAL, pdf, ps, presentation.

[99] Assemlal, H-E., Tschumperle, David & Brun, Luc. Estimation variationnelle robuste de modeles complexes de diffusion en IRM a haute resolution angulaire et tractographie.. In GRETSI'2007 , Troyes/France , September 2007 .
abstract , bibtex ,HAL, pdf, presentation.

[100] Pruvot, Jean Hugues & Brun, Luc. Hierarchy construction schemes Within the scale set framework. In Francisco Escolano and Mario Vento editors. , Graph based Representation in Pattern Recognition'2007 , pages 126-137 , Alicante , June 2007 .
abstract , bibtex ,article(ps), arXiV, slides(pdf), video.

[101] Brun, Luc. Segmentation, Graphes et structures hierarchiques. In ORASIS 2007 , Obernai, France , June 2007 .
bibtex ,slide(pdf).

[102] Damiand, Guillaume & Brun, Luc. , David Coeurjolly, Annick Montanvert and Jean-Marc Chassery editors. Geometrie discrete et images numeriques , chapter : Cartes combinatoires pour l'analyse d'images , pages 107-124 , Hermes 2007 .
bibtex .

[103] Lebosse, Jerome & Brun, Luc. Audio Fingerprint Identification by Approximate String Matching. In Proceedings of ISMIR 2007 , Vienna (Austria) , September 2007 .
bibtex ,pdf (see the conference site).

[104] Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude. Identification de signaux audio par appariement de chines. In Proc. of GRETSI 2007 , Troyes, France , September 2007 .
abstract , bibtex ,article(pdf).

[105] Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude. A Robust Audio Fingerprint's Based Identification Method. In Joan Marti, Jose Miguel Benedi, Ana Maria Mendonca and Joan Serrat editors. , Proceedings of IbPRIA'2007 , pages 185-192 , Girona , June 2007 .
abstract , bibtex ,article(ps).

[106] Braure de Calignon, M., Brun, Luc & Lachaud, Jacques Olivier. Combinatorial Pyramids and discrete geometry for energy minimizing segmentation. In Proc. Int. Symposium on visual Computing , Lake Tahoe, Nevada , November 2006 .
abstract , bibtex ,pdf, arXiv.

[107] El-hassani, M., Rivasseau, D., Jehan-Besson, S., Revenu, M., Tschumperle, D., Brun, L. & et al. A time-consistent video segmentation algorithm designed for real-time implementation. In IEEE International Conference on Electronics, Circuits and Systems , Nice France , December 2006 .
bibtex .

[108] El-hassani, M., Rivasseau, D., Duranton, M., Jehan-Besson, S., Tschumperle, D., Brun, L. & et al. Vectorization of a statistical segmentation. In International Congress of Imaging Science , Rochester , May 2006 .
bibtex .

[109] Brun, Luc & Kropatsch, Walter. Contains and Inside relationships within combinatorial Pyramids. Pattern Recognition, 39( 4 ): 515-526, April 2006.
abstract , bibtex ,arXiv.

[110] Elhassani, M., Rivasseau, D., Duranton, M., Jehan-Besson, S., Tschumperle, D., Brun, L. & et al. Vectorization of a statistical segmentation. In International Congress of Imaging Science , Rochester, NY, USA , May 2006 .
bibtex .

[111] Elhassani, M., Rivasseau, D., Jehan-Besson, S., Revenu, M., Tschumperle, D., Brun, L. & et al. Conception d'un algorithme robuste de segmentation video pour des applications temps reel. In CORESA , Caen , December 2006 .
bibtex .

[112] BR-LEBOSSE-2006 Lebosse, Jerome, Pailles, Jean-Claude, 2006 Determination d'identification de signal France Telecom Brevet 06 50403 fingerprint
bibtex .

[113] Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude. Fingerprint audio robuste pour la gestion de droits. In Actes de CORESA 2006 , Caen , Novembre 2006 .
abstract , bibtex ,article(pdf).

[114] Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude. A Robust Audio Fingerprint Extraction Algorithm. In Robert Sablatnig and O. Scherze editors. , Proceedings of SPPRA'2006 , pages 185-192 , Innsbruck(Austria) , February 2006 .
abstract , bibtex ,article(ps).

[115] A. Ion, Y.; Haxhimusa, W. Kropatsch, L. Brun. Hierarchical Image partitioning using Combinatorial Maps. In CVWW 2005 , Zell an der Pram, Austria , February 2005 .
abstract , bibtex ,article.

[116] Brun, Luc, Mokhtari, Myriam & Meyer, Fernand. Hierarchical watersheds within the Combinatorial Pyramid framework. In Proc. of DGCI 2005 2005 .
abstract , bibtex ,article, slides.

[117] Brun, Luc & Kropatsch, Walter. Inside and Outside within Combinatorial Pyramids. In Luc Brun and Mario Vento editors. , 5th IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition , Poitiers (France) , April 2005 .
abstract , bibtex ,springerLink.

[118] Haxhimusa, Yll, Ion, Adrian, Kropatsch, Walter G. & Brun, Luc. Hierarchical Image Partitioning using Combinatorial Maps. In D. Chetverikov, L. Czuni and M. Vincze editors. , Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition , pages 179--186 , Hungary , May 2005 .
bibtex .

[119] Marchadier, Jocelyn, Brun, Luc & Kropatsch, Walter G.. Rooted kernels and Labeled Combinatorial Pyramids. In Ale s Leonardis and Franc (eds.) Solina editors. , Computer Vision - CVWW'04, Proceedings of the Computer Vision Winter Workshop , Ljubljana 2004 .
abstract , bibtex ,article.

[120] Brun, Luc, Vautrot, Philippe & Meyer, Fernand. Hierarchical Watersheds with Inter-pixel Boundaries. In Image Analysis and Recognition: International Conference ICIAR 2004, Part I , pages 840-847 , Proto (Portugal) 2004 .
abstract , bibtex ,article.

[121] Brun, Luc, Mokhtari, Myriam & Domenger, Jean Philippe. Incremental modifications on segmented image defined by discrete maps. Journal of Visual Communication and Image Representation, 14: 251-290, 2003.
abstract , bibtex ,article.

[122] Brun, Luc & Kropatsch, Walter. Receptive Fields within the Combinatorial Pyramid Framework. Graphical Models, 65: 23-42, 2003.
abstract , bibtex ,article.

[123] Brun, Luc & Kropatsch, Walter. Contraction Kernels and Combinatorial Maps. Pattern Recognition Letters, 24( 8 ): 1051-1057, April 2003.
abstract , bibtex ,article.

[124] Brun, Luc & Kropatsch, Walter. Implicit encoding of combinatorial Pyramids. In Ondrej Drbohlav editor. , Proceedings of the Computer Vision Winter Workshop , pages 49-54 , Valtice, Czech Reublic , February 2003 .
abstract , bibtex ,article.

[125] Brun, Luc & Kropatsch, Walter. Construction of Combinatorial Pyramids. In Edwin Hancock and Mario Vento editors. , Graph based Representations in Pattern Recognition , pages 1-12 , York, UK , June 2003 .
abstract , bibtex ,article, slides.

[126] Brun, Luc & Kropatsch, Walter. Combinatorial Pyramids. In Suvisoft editor. , IEEE International conference on Image Processing (ICIP) , pages 33-37 , Barcelona , September 2003 .
abstract , bibtex ,article, slides.

[127] Brun, Luc. Traitement d'images couleur 2002 .
bibtex ,link to my lectures.

[128] Brun, Luc & Kropatsch, Walter. Labeled Pyramids with Combinatorial Maps . Technical Report PRIP-TR-yy 2002 .
abstract , bibtex ,article.

[129] Brun, Luc. Traitement d'images couleur et pyramides combinatoires . PhD thesis, Universite de Reims 2002 .
abstract , bibtex ,pdf, ps.gz.

[130] Brun, Luc & Tremeau, Alain. , Digital Color Imaging Handbook , chapter : 9 : Color quantization , pages 589-637 , Electrical and Applied Signal Processing , CRC Press 2002 .
bibtex .

[131] Brun, Luc & Kropatsch, Walter. Receptive Fields within the Combinatorial Pyramid Framework. In Achille Braquelaire, Jacques-Olivier Lachaud and Anne Vialard editors. , Discrete Geometry for Computer Imagery , pages 92-101 , Bordeaux , April 2002 .
abstract , bibtex ,article.

[132] Brun, Luc & Kropatsch, Walter. Defining regions within the Combinatorial Pyramid framework. In Horst Wildenauer and Walter Kropatsch editors. , Proceedings of the Computer Vision Winter Workshop , pages 198-207 , Bad Ausse Austria , February 2002 .
abstract , bibtex ,article(pdf).

[133] Hussenet, Laurent & Brun, Luc. Reconstruction of Shiny objects. In Konrad Wojciechowseki editor. , Proceedings of the International Conference on Computer Vision and Graphics , pages 337-342 , Zakopane, Poland , September 2002 .
bibtex .

[134] Brun, Luc & Kropatsch, Walter. Introduction to Combinatorial Pyramids . In A. Imiya, R. Klette G. Bertrand editor. , Digital and Image Geometry , pages 108-127 , Springer Verlag 2001 .
abstract , bibtex ,slides (ppt), article (pdf).

[135] Brun, Luc & Kropatsch, Walter. Contraction Kernels and Combinatorial Maps. In Jean Michel Jolion, Walter Kropatsch and Mario Vento editors. , 3^rd IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition , pages 12-21 , Ischia Italy , May 2001 .
abstract , bibtex ,slides.

[136] Brun, Luc & Mokhtari, Myriam. Graph Based Representations in Different Application Domains. In Jean Michel Jolion, Walter Kropatsch and Mario Vento editors. , 3^rd IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition , pages 115-124 , Ischia Italy , May 2001 .
abstract , bibtex ,slides.

[137] Hussenet, Laurent & Brun, Luc. Physic Based Classification for Color Images. In Physics in Signal \& Image Processing , pages 173-176 , Marseille , January 2001 .
abstract , bibtex ,article.

[138] Brun, L. & Kropatsch, Walter. The Construction of Pyramids with Combinatorial Maps . Technical Report 63 , Vienna University of Technology, lstr. 3/1832,A-1040 Vienna AUSTRIA , June 2000 .
abstract , bibtex ,article.

[139] Brun, L. & Kropatsch, Walter . Irregular Pyramids with Combinatorial Maps. In Adnan Amin, Francesc J. Ferri, Pavel Pudil and Francesc J. I\~nesta editors. , Advances in Pattern Recognition, Joint IAPR International Workshops SSPR'2000 and SPR'2000 , pages 256-265 , Alicante, Spain , August 2000 .
abstract , bibtex .

[140] Brun, Luc & Mokhtari, Myriam. Two High Speed Color Quantization Algorithms. In Cepadues editor. , Proceedings of CGIP'2000 , pages 116-121 , Saint Etienne , October 2000 .
abstract , bibtex ,article (.ps), slides(PPT).

[141] G. Kropatsch, Walter & Brun, Luc. Hierarchies of Combinatorial Maps. In Thomas Svoboda editor. , CPRW'00 Proceedings , Perslak , February 2000 .
abstract , bibtex ,article(ps).

[142] Brun, Luc & Kropatsch, Walter. Dual Contractions of Combinatorial Maps . Technical Report 54 , Vienna University of Technology, lstr. 3/1832,A-1040 Vienna AUSTRIA , January 1999 .
abstract , bibtex ,article.

[143] Brun, Luc & Kropatsch, Walter. Pyramids with Combinatorial Maps . Technical Report PRIP-TR-057 1999 .
abstract , bibtex ,article.

[144] Brun, L.. Modeles Mathematiques et Representation discretes pour la Description des Images Couleurs. In Ecole d'ete - Images Couleur , Site GIAT Industries, Saint Etienne , September 1999 .
abstract , bibtex ,slides(ppt), article(.ps.gz).

[145] Brun, L. & Kropatsch, Walter. Dual Contraction of Combinatorial Maps. In Walter Kropatsch and J.-M. Jolion editors. , 2^nd IAPR-TC-15 Workshop on Graph-based Representations , pages 145-154 , Haindorf, Austria , May 1999 .
abstract , bibtex ,slides.

[146] Braquelaire, Jean Pierre & Brun, Luc. Image Segmentation with Topological Maps and Inter-pixel Representation. Journal of Visual Communication and Image representation, 9( 1 ): 62-79, 1998.
abstract , bibtex ,article.

[147] Brun, Luc & Secroun, Claude. A fast algorithm for inverse color map computation. Computer Graphics Forum, 17( 4 ): 263-271, December 1998.
abstract , bibtex ,article.

[148] Brun, L. & Bazin, J. M.. Amelioration des performances d'un systeme de segmentation par l'utilisation d'un systeme expert. In Advances in Intelligent Computing- IPMU'98 1998 .
abstract , bibtex ,article.

[149] Braquelaire, Jean Pierre. & Brun, Luc. Comparison and Optimization of Methods of Color Image Quantization. IEEE Transactions on Image Processing, 6( 7 ): 1048-1052, july 1997.
abstract , bibtex ,article(.ps.gz), article(.ps).

[150] Brun, Luc & Secroun, Claude. Une nouvelle methode d'inversion de tables de couleurs. In journees de l'association francaise d'informatique graphique , Rennes 1997 .
abstract , bibtex ,article(.ps).

[151] Brun, L. & Domenger, J. P.. A new split and merge algorithm with Topological maps and inter-pixel Boundaries. In The fifth International Conference in Central Europe on Computer Graphics and Visualization , february 1997 .
abstract , bibtex ,article.

[152] Brun, Luc, Domenger, Jean Philipe & Braquelaire, Jean Pierre. Discrete maps : a framework for region segmentation algorithms. In Workshop on Graph based representations , Lyon , April 1997 .
abstract , bibtex ,article (.ps.gz).

[153] Braquelaire, Jean Pierre, Brun, Luc & Vialard, Anne. Inter-Pixel Euclidean Paths for Image Analysis. In Lecture Notes in Computer Science , pages 193-204 1996 .
abstract , bibtex ,article (.ps.gz).

[154] Brun, L.. Segmentation d'images couleur a base Topologique . PhD thesis, Universite Bordeaux I , 351 cours de la Liberation 33405 Talence , December 1996 .
abstract , bibtex ,these.

[155] Braquelaire, Jean Pierre & Brun, Luc. Quantification de couleurs par partition dynamique. In Actes de la journee Couleur et Informatique Graphique , Lille , Mars 1995 .
abstract , bibtex ,article(.ps.gz).

[156] Braquelaire, Jean Pierre & Brun, Luc. Une amelioration des methodes de quantification de couleur par partition dynamique. In Deuxiemes journees de l'association francaise d'informatique graphique , pages 247-261 , Toulouse 1994 .
abstract , bibtex .