Luc Brun

Orcid: 0000-0002-1658-0527

Affiliations:
  • University of Caen, France


According to our database1, Luc Brun authored at least 121 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
Structure-Preserving Transformers for Sequences of SPD Matrices.
CoRR, 2023

Maximal Independent Sets for Pooling in Graph Neural Networks.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms.
Proceedings of the Computer Analysis of Images and Patterns, 2023

Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation.
Proceedings of the Artificial Intelligence in Medicine, 2023

2022
Maximal Independent Vertex Set Applied to Graph Pooling.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

A differentiable approximation for the Linear Sum Assignment Problem with Edition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing.
Inf. Syst., 2021

Upper Bounding Graph Edit Distance Based on Rings and Machine Learning.
Int. J. Pattern Recognit. Artif. Intell., 2021

A new Sinkhorn algorithm with Deletion and Insertion operations.
CoRR, 2021

Lightweight Deep Symmetric Positive Definite Manifold Network for Real-Time 3D Hand Gesture Recognition.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Comparing heuristics for graph edit distance computation.
VLDB J., 2020

Trends in graph-based representations for Pattern Recognition.
Pattern Recognit. Lett., 2020

Fast linear sum assignment with error-correction and no cost constraints.
Pattern Recognit. Lett., 2020

Improved local search for graph edit distance.
Pattern Recognit. Lett., 2020

Wavelet Scattering Transform and CNN for Closed Set Speaker Identification.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Hybrid Network For End-To-End Text-Independent Speaker Identification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Upper Bounding GED via Transformations to LSAPE Based on Rings and Machine Learning.
CoRR, 2019

Generalized Median Graph via Iterative Alternate Minimizations.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

GEDLIB: A C++ Library for Graph Edit Distance Computation.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Approximating GED Using a Stochastic Generator and Multistart IPFP.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Ring Based Approximation of Graph Edit Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Approximate Graph Edit Distance by Several Local Searches in Parallel.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

A structural approach to Person Re-identification problem.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Quasimetric Graph Edit Distance as a Compact Quadratic Assignment Problem.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions.
Pattern Recognit. Lett., 2017

Graph edit distance as a quadratic assignment problem.
Pattern Recognit. Lett., 2017

Graph edit distance contest: Results and future challenges.
Pattern Recognit. Lett., 2017

A Hungarian Algorithm for Error-Correcting Graph Matching.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

2016
Action recognition by using kernels on aclets sequences.
Comput. Vis. Image Underst., 2016

Linear Sum Assignment with Edition.
CoRR, 2016

Information Theoretic Rotationwise Robust Binary Descriptor Learning.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Approximating Graph Edit Distance Using GNCCP.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Taking into account stereoisomerism in the prediction of molecular properties.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Graph edit distance as a quadratic program.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics.
Pattern Recognit., 2015

A Quadratic Assignment Formulation of the Graph Edit Distance.
CoRR, 2015

Recognition of Human Actions using Edit Distance on Aclet Strings.
Proceedings of the VISAPP 2015, 2015

Incremental Embedding Within a Dissimilarity-Based Framework.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

From Bags to Graphs of Stereo Subgraphs in Order to Predict Molecule'S Properties.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014
Dynamic Scene Understanding for Behavior Analysis Based on String Kernels.
IEEE Trans. Circuits Syst. Video Technol., 2014

Tracking System with Re-identification Using a RGB String Kernel.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Incorporating Molecule's Stereisomerism within the Machine Learning Framework.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014

A Graph Kernel Incorporating Molecule's Stereisomerism Information.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Graph Kernel Encoding Substituents' Relative Positioning.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Plongement incrémental dans un contexte de dissimilarité.
Proceedings of the CORIA 2014, 2014

A reliable string kernel based approach for solving queries by sketch.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

HAck: A system for the recognition of human actions by kernels of visual strings.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Detection of anomalous driving behaviors by unsupervised learning of graphs.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013
Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles.
Rev. d'Intelligence Artif., 2013

Learning and Classification of Car Trajectories in Road Video by String Kernels.
Proceedings of the VISAPP 2013, 2013

Treelet Kernel Incorporating Chiral Information.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

Relevant Cycle Hypergraph Representation for Molecules.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2013

Tracking System with Re-identification Using a Graph Kernels Approach.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Graph Clustering through Attribute Statistics Based Embedding.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Two new graphs kernels in chemoinformatics.
Pattern Recognit. Lett., 2012

Implicit and Explicit Graph Embedding: Comparison of Both Approaches on Chemoinformatics Applications.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Shape Similarity Based on a Treelet Kernel with Edition.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Clustering Algorithm of Trajectories for Behaviour Understanding Based on String Kernels.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Graph kernels based on relevant patterns and cycle information for chemoinformatics.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Shape similarity based on combinatorial maps and a tree pattern kernel.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Recent advances in diffusion MRI modeling: Angular and radial reconstruction.
Medical Image Anal., 2011

Tiled top-down combinatorial pyramids for large images representation.
Int. J. Imaging Syst. Technol., 2011

Special issue on Graph-Based Representations in Computer Vision.
Comput. Vis. Image Underst., 2011

A Graph-Kernel Method for Re-identification.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Tiled Top-Down Pyramids and Segmentation of Large Histological Images.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

Two New Graph Kernels and Applications to Chemoinformatics.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

People Re-identification by Graph Kernels Methods.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

2010
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation.
Proceedings of the Structural, 2010

Object classification based on graph kernels.
Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

Efficient Encoding of n-D Combinatorial Pyramids.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Kernel-Based Implicit Regularization of Structured Objects.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application.
Proceedings of the Local Proceedings of the Fourteenth East-European Conference on Advances in Databases and Information Systems, 2010

2009
Efficient and robust computation of PDF features from diffusion MR signal.
Medical Image Anal., 2009

Preface.
Image Vis. Comput., 2009

Image interpretation with a conceptual graph: Labeling over-segmented images and detection of unexpected objects.
Artif. Intell., 2009

A Top Down Construction Scheme for Irregular Pyramids.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Evaluation of <i>q</i>-Space Sampling Strategies for the Diffusion Magnetic Resonance Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Extraction of Tiled Top-down Irregular Pyramids from Large Images.
Proceedings of the Progress in Combinatorial Image Analysis. Proceedings of IWCIA 2009 Special Track on Applications, 2009

Connecting Walks and Connecting Dart Sequences in n-D Combinatorial Pyramids.
Proceedings of the Progress in Combinatorial Image Analysis. Proceedings of IWCIA 2009 Special Track on Applications, 2009

Non-local image smoothing by applying anisotropic diffusion PDE's in the space of patches.
Proceedings of the International Conference on Image Processing, 2009

Tree Covering within a Graph Kernel Framework for Shape Classification.
Proceedings of the Image Analysis and Processing, 2009

A First Step toward Combinatorial Pyramids in <i>n</i>-D Spaces.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Edition within a Graph Kernel Framework for Shape Recognition.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009

Significance Tests and Statistical Inequalities for Segmentation by Region Growing on Graph.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Shape Classification Using a Flexible Graph Kernel.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
A Time-Consistent Video Segmentation Algorithm Designed for Real-Time Implementation.
VLSI Design, 2008

Significance Tests and Statistical Inequalities for Region Matching.
Proceedings of the Structural, 2008

Hierarchical Bag of Paths for Kernel Based Shape Classification.
Proceedings of the Structural, 2008

Efficient Computation of PDF-Based Characteristics from Diffusion MR Signal.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Similarity-based matching for face authentication.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Hierarchical Matching Using Combinatorial Pyramid Framework.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

2007
Audio Fingerprint Identification by Approximate String Matching.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Fiber Tracking on HARDI Data using Robust ODF Fields.
Proceedings of the International Conference on Image Processing, 2007

A Robust Audio Fingerprint's Based Identification Method.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Hierarchy Construction Schemes Within the Scale Set Framework.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

2006
Preface.
Pattern Recognit., 2006

Contains and inside relationships within combinatorial pyramids.
Pattern Recognit., 2006

Combinatorial Pyramids and Discrete Geometry for Energy-Minimizing Segmentation.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

2005
Inside and Outside Within Combinatorial Pyramids.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2005

Hierarchical Watersheds Within the Combinatorial Pyramid Framework.
Proceedings of the Discrete Geometry for Computer Imagery, 12th International Conference, 2005

2004
Hierarchical Watersheds with Inter-pixel Boundaries.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Contraction kernels and combinatorial maps.
Pattern Recognit. Lett., 2003

Incremental modifications of segmented image defined by discrete maps.
J. Vis. Commun. Image Represent., 2003

Receptive fields within the Combinatorial Pyramid framework.
Graph. Model., 2003

Combinatorial pyramids.
Proceedings of the 2003 International Conference on Image Processing, 2003

Construction of Combinatorial Pyramids.
Proceedings of the Graph Based Representations in Pattern Recognition, 2003

2000
Irregular Pyramids with Combinatorial Maps.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Introduction to Combinatorial Pyramids.
Proceedings of the Digital and Image Geometry, 2000

1998
Image Segmentation with Topological Maps and Inter-pixel Representation.
J. Vis. Commun. Image Represent., 1998

1997
Comparison and optimization of methods of color image quantization.
IEEE Trans. Image Process., 1997

Discrete Maps: a Framework for Region Segmentation Algorithms.
Proceedings of the Graph Based Representations in Pattern Recognition, 1997

1996
Segmentation d'images à base Topologique. (Image segmentation based on topology).
PhD thesis, 1996

Inter-pixel euclidean pahts for image analysis.
Proceedings of the Discrete Geometry for Computer Imagery, 1996


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