Luc Brun

ORCID

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 50

Top Venues

University of Bordeaux, France (PHD)

Education History

University of Bordeaux, France

PHD

Publications

Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Sets for Pooling in Graph Neural Networks. CoRR (2023)
Mathieu Seraphim, Paul Dequidt, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms. CAIP (2) (2023)
Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Sets for Pooling in Graph Neural Networks. GbRPR (2023)
Mathieu Seraphim, Alexis Lechervy, Florian Yger, Luc Brun, Olivier Etard
Structure-Preserving Transformers for Sequences of SPD Matrices. CoRR (2023)
Paul Dequidt, Mathieu Seraphim, Alexis Lechervy, Ivan Igor Gaez, Luc Brun, Olivier Etard
Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation. AIME (2023)
Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Vertex Set Applied to Graph Pooling. S+SSPR (2022)
Luc Brun, Benoit Gaüzère, Guillaume Renton, Sébastien Bougleux, Florian Yger
A differentiable approximation for the Linear Sum Assignment Problem with Edition. ICPR (2022)
Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Vertex Set applied to Graph Pooling. CoRR (2022)
David B. Blumenthal, Johann Gamper, Sébastien Bougleux, Luc Brun
Upper Bounding Graph Edit Distance Based on Rings and Machine Learning. Int. J. Pattern Recognit. Artif. Intell. 35 (8) (2021)
Mostefa Ben Naceur, Luc Brun, Olivier Lézoray
Lightweight Deep Symmetric Positive Definite Manifold Network for Real-Time 3D Hand Gesture Recognition. FG (2021)
David B. Blumenthal, Nicolas Boria, Sébastien Bougleux, Luc Brun, Johann Gamper, Benoit Gaüzère
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing. Inf. Syst. 100 (2021)
Luc Brun, Benoit Gaüzère, Sébastien Bougleux, Florian Yger
A new Sinkhorn algorithm with Deletion and Insertion operations. CoRR (2021)
Nicolas Boria, David B. Blumenthal, Sébastien Bougleux, Luc Brun
Improved local search for graph edit distance. Pattern Recognit. Lett. 129 (2020)
Sébastien Bougleux, Benoit Gaüzère, David B. Blumenthal, Luc Brun
Fast linear sum assignment with error-correction and no cost constraints. Pattern Recognit. Lett. 134 (2020)
Wajdi Ghezaiel, Luc Brun, Olivier Lézoray
Wavelet Scattering Transform and CNN for Closed Set Speaker Identification. MMSP (2020)
David B. Blumenthal, Nicolas Boria, Johann Gamper, Sébastien Bougleux, Luc Brun
Comparing heuristics for graph edit distance computation. VLDB J. 29 (1) (2020)
Luc Brun, Pasquale Foggia, Mario Vento
Trends in graph-based representations for Pattern Recognition. Pattern Recognit. Lett. 134 (2020)
Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition. ICPR (2020)
Wajdi Ghezaiel, Luc Brun, Olivier Lézoray
Hybrid Network For End-To-End Text-Independent Speaker Identification. ICPR (2020)
Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sébastien Bougleux
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. CoRR (2019)
David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
Upper Bounding GED via Transformations to LSAPE Based on Rings and Machine Learning. CoRR (2019)
Nicolas Boria, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Generalized Median Graph via Iterative Alternate Minimizations. GbRPR (2019)
Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition. CoRR (2019)
David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
GEDLIB: A C++ Library for Graph Edit Distance Computation. GbRPR (2019)
Nicolas Boria, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Generalized Median Graph via Iterative Alternate Minimizations. CoRR (2019)
Nicolas Boria, David B. Blumenthal, Sébastien Bougleux, Luc Brun
Improved local search for graph edit distance. CoRR (2019)
Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. FG (2019)
Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sébastien Bougleux
A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition. CVPR (2019)
Nicolas Boria, Sébastien Bougleux, Luc Brun
Approximating GED Using a Stochastic Generator and Multistart IPFP. S+SSPR (2018)
David B. Blumenthal, Évariste Daller, Sébastien Bougleux, Luc Brun, Johann Gamper
Quasimetric Graph Edit Distance as a Compact Quadratic Assignment Problem. ICPR (2018)
Amal Mahboubi, Luc Brun, Donatello Conte
A structural approach to Person Re-identification problem. ICPR (2018)
Évariste Daller, Sébastien Bougleux, Luc Brun, Olivier Lézoray
Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks. S+SSPR (2018)
Évariste Daller, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Approximate Graph Edit Distance by Several Local Searches in Parallel. ICPRAM (2018)
David B. Blumenthal, Sébastien Bougleux, Johann Gamper, Luc Brun
Ring Based Approximation of Graph Edit Distance. S+SSPR (2018)
Zeina Abu-Aisheh, Benoit Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam
Graph edit distance contest: Results and future challenges. Pattern Recognit. Lett. 100 (2017)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions. Pattern Recognit. Lett. 87 (2017)
Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, Mario Vento
Graph edit distance as a quadratic assignment problem. Pattern Recognit. Lett. 87 (2017)
Sébastien Bougleux, Benoit Gaüzère, Luc Brun
A Hungarian Algorithm for Error-Correcting Graph Matching. GbRPR (2017)
Sébastien Bougleux, Luc Brun
Linear Sum Assignment with Edition. CoRR (2016)
Luc Brun, Gennaro Percannella, Alessia Saggese, Mario Vento
Action recognition by using kernels on aclets sequences. Comput. Vis. Image Underst. 144 (2016)
Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Graph edit distance as a quadratic program. ICPR (2016)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Taking into account stereoisomerism in the prediction of molecular properties. ICPR (2016)
Youssef El Rhabi, Loïc Simon, Luc Brun, Josep Lladós Canet, Felipe Lumbreras
Information Theoretic Rotationwise Robust Binary Descriptor Learning. S+SSPR (2016)
Benoit Gaüzère, Sébastien Bougleux, Luc Brun
Approximating Graph Edit Distance Using GNCCP. S+SSPR (2016)
Vincenzo Carletti, Benoit Gaüzère, Luc Brun, Mario Vento
Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance. GbRPR (2015)
Benoit Gaüzère, Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics. Pattern Recognit. 48 (2) (2015)
Rachid Hafiane, Luc Brun, Salvatore Tabbone
Incremental Embedding Within a Dissimilarity-Based Framework. GbRPR (2015)
Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, Mario Vento
A Quadratic Assignment Formulation of the Graph Edit Distance. CoRR (2015)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
From Bags to Graphs of Stereo Subgraphs in Order to Predict Molecule'S Properties. GbRPR (2015)
Luc Brun, Pasquale Foggia, Alessia Saggese, Mario Vento
Recognition of Human Actions using Edit Distance on Aclet Strings. VISAPP (2) (2015)
Benoit Gaüzère, Luc Brun, Didier Villemin
Graph Kernel Encoding Substituents' Relative Positioning. ICPR (2014)
Benoit Gaüzère, Sébastien Bougleux, Kaspar Riesen, Luc Brun
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. S+SSPR (2014)
Luc Brun, Benito Cappellania, Alessia Saggese, Mario Vento
Detection of anomalous driving behaviors by unsupervised learning of graphs. AVSS (2014)
Luc Brun, Alessia Saggese, Mario Vento
Dynamic Scene Understanding for Behavior Analysis Based on String Kernels. IEEE Trans. Circuits Syst. Video Technol. 24 (10) (2014)
Luc Brun, Alessia Saggese, Mario Vento
A reliable string kernel based approach for solving queries by sketch. AVSS (2014)
Luc Brun, Gennaro Percannella, Alessia Saggese, Mario Vento
HAck: A system for the recognition of human actions by kernels of visual strings. AVSS (2014)
Rachid Hafiane, Luc Brun, Salvatore Tabbone
Plongement incrémental dans un contexte de dissimilarité. CORIA-CIFED (2014)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
A Graph Kernel Incorporating Molecule's Stereisomerism Information. ICPR (2014)
Amal Mahboubi, Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento
Tracking System with Re-identification Using a RGB String Kernel. S+SSPR (2014)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Incorporating Molecule's Stereisomerism within the Machine Learning Framework. S+SSPR (2014)
Benoit Gaüzère, Luc Brun, Didier Villemin
Relevant Cycle Hypergraph Representation for Molecules. GbRPR (2013)
Jaume Gibert, Ernest Valveny, Horst Bunke, Luc Brun
Graph Clustering through Attribute Statistics Based Embedding. CAIP (1) (2013)
Donatello Conte, Jean-Yves Ramel, Nicolas Sidere, Muhammad Muzzamil Luqman, Benoit Gaüzère, Jaume Gibert, Luc Brun, Mario Vento
A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition. GbRPR (2013)
Amal Mahboubi, Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento
Tracking System with Re-identification Using a Graph Kernels Approach. CAIP (1) (2013)
Luc Brun, Alessia Saggese, Mario Vento
Learning and Classification of Car Trajectories in Road Video by String Kernels. VISAPP (1) (2013)
Benoit Gaüzère, Luc Brun, Didier Villemin
Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles. Rev. d'Intelligence Artif. 27 (1) (2013)
Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Treelet Kernel Incorporating Chiral Information. GbRPR (2013)
Sébastien Bougleux, François-Xavier Dupé, Luc Brun, Myriam Mokhtari
Shape Similarity Based on a Treelet Kernel with Edition. SSPR/SPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin
Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance. SSPR/SPR (2012)
Luc Brun, Alessia Saggese, Mario Vento
A Clustering Algorithm of Trajectories for Behaviour Understanding Based on String Kernels. SITIS (2012)
Benoit Gaüzère, Makoto Hasegawa, Luc Brun, Salvatore Tabbone
Implicit and Explicit Graph Embedding: Comparison of Both Approaches on Chemoinformatics Applications. SSPR/SPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin, Myriam Brun
Graph kernels based on relevant patterns and cycle information for chemoinformatics. ICPR (2012)
Sébastien Bougleux, François-Xavier Dupé, Luc Brun, Benoit Gaüzère, Myriam Mokhtari
Shape similarity based on combinatorial maps and a tree pattern kernel. ICPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin
Two new graphs kernels in chemoinformatics. Pattern Recognit. Lett. 33 (15) (2012)
Edwin R. Hancock, Andrea Torsello, Francisco Escolano, Luc Brun
Special issue on Graph-Based Representations in Computer Vision. Comput. Vis. Image Underst. 115 (7) (2011)
Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento
A Graph-Kernel Method for Re-identification. ICIAR (1) (2011)
Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento
People Re-identification by Graph Kernels Methods. GbRPR (2011)
Haz-Edine Assemlal, David Tschumperlé, Luc Brun, Kaleem Siddiqi
Recent advances in diffusion MRI modeling: Angular and radial reconstruction. Medical Image Anal. 15 (4) (2011)
Romain Goffe, Luc Brun, Guillaume Damiand
Tiled top-down combinatorial pyramids for large images representation. Int. J. Imaging Syst. Technol. 21 (1) (2011)
Benoit Gaüzère, Luc Brun, Didier Villemin
Two New Graph Kernels and Applications to Chemoinformatics. GbRPR (2011)
Romain Goffe, Luc Brun, Guillaume Damiand
Tiled Top-Down Pyramids and Segmentation of Large Histological Images. GbRPR (2011)
Sébastien Fourey, Luc Brun
Efficient Encoding of n-D Combinatorial Pyramids. ICPR (2010)
Luc Brun, Donatello Conte, Pasquale Foggia, Mario Vento, Didier Villemin
Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application. ADBIS (Local Proceedings) (2010)
Romain Goffe, Guillaume Damiand, Luc Brun
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation. SSPR/SPR (2010)
François-Xavier Dupé, Sébastien Bougleux, Luc Brun, Olivier Lezoray, Abderrahim Elmoataz
Kernel-Based Implicit Regularization of Structured Objects. ICPR (2010)
Amal Mahboubi, Luc Brun, François-Xavier Dupé
Object classification based on graph kernels. HPCS (2010)
Aline Deruyver, Yann Hodé, Luc Brun
Image interpretation with a conceptual graph: Labeling over-segmented images and detection of unexpected objects. Artif. Intell. 173 (14) (2009)
David Tschumperlé, Luc Brun
Non-local image smoothing by applying anisotropic diffusion PDE's in the space of patches. ICIP (2009)
Romain Goffe, Guillaume Damiand, Luc Brun
Extraction of Tiled Top-down Irregular Pyramids from Large Images. IWCIA Special Track on Applications (2009)
François-Xavier Dupé, Luc Brun
Shape Classification Using a Flexible Graph Kernel. CAIP (2009)
François-Xavier Dupé, Luc Brun
Edition within a Graph Kernel Framework for Shape Recognition. GbRPR (2009)
Luc Brun, Francisco Escolano
Preface. Image Vis. Comput. 27 (7) (2009)
Martin Braure de Calignon, Luc Brun, Jacques-Olivier Lachaud
Combinatorial pyramids and discrete geometry for energy-minimizing segmentation CoRR (2009)
François-Xavier Dupé, Luc Brun
Tree Covering within a Graph Kernel Framework for Shape Classification. ICIAP (2009)
Haz-Edine Assemlal, David Tschumperlé, Luc Brun
Efficient and robust computation of PDF features from diffusion MR signal. Medical Image Anal. 13 (5) (2009)
Sébastien Fourey, Luc Brun
-D Spaces. GbRPR (2009)
Guillaume Née, Stéphanie Jehan-Besson, Luc Brun, Marinette Revenu
Significance Tests and Statistical Inequalities for Segmentation by Region Growing on Graph. CAIP (2009)
Haz-Edine Assemlal, David Tschumperlé, Luc Brun
-Space Sampling Strategies for the Diffusion Magnetic Resonance Imaging. MICCAI (1) (2009)
Sébastien Fourey, Luc Brun
Connecting Walks and Connecting Dart Sequences in n-D Combinatorial Pyramids. IWCIA Special Track on Applications (2009)
Romain Goffe, Luc Brun, Guillaume Damiand
A Top Down Construction Scheme for Irregular Pyramids. VISAPP (1) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luc Brun