Stanovic, Stevan, Gaüzère, Benoit & Brun, Luc.
2025
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Graph Neural Networks with maximal independent set-based pooling: Mitigating over-smoothing and over-squashing
.
Pattern Recognition Letters
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abstract
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Seraphim, Mathieu, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier.
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Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
.
Springer Nature Computer Science
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(
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),
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.
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bibtex
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Seraphim, Mathieu, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier.
2024
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August
).
Structure preserving transformers for sequences of SPD matrices
. Pages:
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of:
Proceedings of EUSIPCO 2024
EURASIP
,
Lyon, France
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abstract
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bibtex
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Wallnig, Julia, Brun, Luc, Gaüzère, Benoit, Bougleux, Sébastien, Yger, Florian & Blumenthal, David B..
2024
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September
).
A Differentiable Approximation of the Graph Edit Distance
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Venice, Italy
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Springer
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abstract
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bibtex
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Dequidt, Paul, Seraphim, Mathieu, Lechervy, Alexis, Igor Gaez, Ivan, Brun, Luc & Etard, Olivier.
2023
(
jun
).
Automatic sleep stage classification on EEG signals using time-frequency representation
. Pages:
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Proceedings of AIME 2023, Slovenia
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abstract
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bibtex
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Seraphim, Mathieu, Dequidt, Paul, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier.
2023
(
may
).
Analyse automatique de l'état de sommeil sur données EEG par utilisation de Transformers et de matrices de covariance
.
Proceedings of ORASIS 2023, Carqueiranne
.
abstract
,
bibtex
,HAL(pdf), HAL.
Seraphim, Mathieu, Dequidt, Paul, Lechervy, Alexis, Yger, Florian, Brun, Luc & Etard, Olivier.
2023
Temporal Sequences of EEG Covariance Matrices for Automated Sleep
Stage Scoring with Attention Mechanisms
. Pages:
67--76
of: Nicolas Tsapatsoulis, Andreas Lanitis, Marios Pattichis, Constantinos S. Pattichis, Christos Kyrkou, Efthyvoulos Kyriacou, et al. editors. (eds),
Computer Analysis of Images and Patterns - 20th International Conference,
CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings,
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abstract
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Stanovic, Stevan, Gauzere, Benoit & Brun, Luc.
2023
Maximal Independent Sets for Pooling in Graph Neural Networks
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113--124
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Graph-Based Representations in Pattern Recognition - 13th IAPR-TC-15
International Workshop, GbRPR 2023, Vietri sul Mare, Italy, September
6-8, 2023, Proceedings
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abstract
,
bibtex
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Stanovic, Stevan, Gauzere, Benoit & Brun, Luc.
2022
(
Jul
).
Ensemble de sommets independant maximal applique au pooling sur graphes
.
Congres Reconnaissance des Formes, Image, Apprentissage et Perception ( RFIAP)
,
VANNES, France
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abstract
,
bibtex
,HAL, Pdf.
Stanovic, Stevan, Gauzere, Benoit & Brun, Luc.
2022
(
Aug
).
Maximal Independent Vertex Set applied to Graph Pooling
.
Structural and Syntactic Pattern Recognition (SSPR)
,
Montreal, Canada
.
abstract
,
bibtex
,HAL, pdf, ArXiv.
Brun, Luc, Gauzere, Benoit, Renton, Guillaume, Bougleux, Sebastien & Yger, Florian.
2022
(
August
).
A differentiable approximation for the Linear Sum Assignment Problem with Edition (LSAPE)
.
Proceedinds of 26th ICPR 2022
Montréal
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IEEE
,
IAPR
.
abstract
,
bibtex
,HAL, TR(pdf).
Ben Naceur, Mostefa, Brun, Luc & Lezoray, Olivier.
2021
(
December
).
Lightweight Deep Symmetric Positive Definite Manifold Network for Real-Time 3D Hand Gesture Recognition
.
Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition 2021
IEEE
,
Jodhpur, India
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abstract
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bibtex
,HAL.
Brun, Luc, Gauzere, Benoit, Bougleux, Sebastien & Yger, Florian.
2021
(
Nov
) .
A new Sinkhorn algorithm with Deletion and Insertion operations
.
GREYC, UMR 6072
.
abstract
,
bibtex
,Pdf(HAL), HAL, ArXiv, Pdf(ArXiv).
Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sebastien.
2021
Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition
.
International Conference on Pattern Recognition (ICPR - IEEE)
,
Milan (virtual), Italy
.
abstract
,
bibtex
,HAL, pdf.
B. Blumenthal, David, Boria, Nicolas, Bougleux, Sébastien, Brun, Luc, Gamper, Johann & Gaüzère, Benoit.
2021
.
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing
.
Information Systems
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100
101766
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abstract
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bibtex
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B. Blumenthal, David, Bougleux, Sebastien, Gamper, Johann & Brun, Luc.
2021
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Upper Bounding GED via Transformations to LSAPE Based on Rings
and Machine Learning
.
Int. Journal Pattern Recognition and Artificial Intelligence
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35
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8
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abstract
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bibtex
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Blumenthal, David B., Boria, Nicolas, Gamper, Johann, Bougleux, Sebastien & Brun, Luc.
2020
.
Comparing heuristics for graph edit distance computation
.
The VLDB Journal
,
29
419-458
.
abstract
,
bibtex
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Ghezaiel, Wajdi, Brun, Luc, Lezoray, Olivier & Mokhtari, Myriam.
2020
(
Jun
).
Scattering transform et reseaux convolutionels pour l'identification du locuteur
.
RFIAP (Reconnaissance des Formes, Image, Apprentissage et Perception)
,
Vannes, France
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abstract
,
bibtex
,HAL, PDF.
Boria, Nicolas, B. Blumenthal, David, Bougleux, Sébastien & Brun, Luc.
2020
.
Improved local search for graph edit distance
.
Pattern Recognition Letters
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129
19-25
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abstract
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bibtex
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Ghezaiel, Wajdi, Brun, Luc & Lezoray, Olivier.
2020
Hybrid Network For End-To-End Text-Independent Speaker Identification
. Pages:
2352--2359
of:
25th International Conference on Pattern Recognition, ICPR 2020,
Virtual Event / Milan, Italy, January 10-15, 2021
.
abstract
,
bibtex
,IEEXplore, Slides, PDF, HAL.
Ghezaiel, Wajdi, Brun, Luc & Lezoray, Olivier.
2020
Wavelet Scattering Transform and CNN for Closed Set Speaker Identification
. Pages:
1--6
of:
22nd IEEE International Workshop on Multimedia Signal Processing,
MMSP 2020, Tampere, Finland, September 21-24, 2020
.
abstract
,
bibtex
,IEEXplore, PDF, HAL.
Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sebastien.
2019
(
June
).
A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition
.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
.
abstract
,
bibtex
,openAccess, HAL, PDF(HAL), arXiv.
Nguyen, Xuan Son, Brun, Luc, Lezoray, Olivier & Bougleux, Sébastien.
2019
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks
.
Proceedings of the 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019)
IEEE
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abstract
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bibtex
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Blumenthal, David, Bougleux, Sébastien, Gamper, Johann & Brun, Luc.
2019
(
June
).
GEDLIB: A C++ Library for Graph Edit Distance Computation
. Pages:
14-24
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12th IAPR TC15 Workshop on Graph-Based Representation in Pattern Recognition (GbR)
Tours
:
Springer
,
IAPR TC15
.
abstract
,
bibtex
,HAL, Python Binding(GIT).
Boria, Nicolas, Bougleux, Sébastien, Gaüzère, Benoit & Brun, Luc.
2019
(
June
).
Generalized Median Graph via Iterative Alternate Minimizations
. Donatello Conte and Jean-Yves Ramel editors. (eds),
Proceedings of the International 12th workshop on Graph-Based Representation in Pattern Recognition
Tours
:
Springer
,
IAPR
.
abstract
,
bibtex
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Brun, Luc, Mahboubi, Amal & Conte, Donatelo.
2018
(
Aug
).
A structural approach to Person Re-identification problem
. Pages:
1616-1621
of:
24th International Conference on Pattern Recognition (ICPR)
,
Pekin, China
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abstract
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bibtex
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Blumenthal, David, Bougleux, Sébastien, Gamper, Johann & Brun, Luc.
2018
(
August
).
Quasimetric Graph Edit Distance As a Compact Quadratic Assignment Problem
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Proceedings of ICPR 2018
Beijing, China
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IEEE
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IAPR
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Blumenthal, David, Bougleux, Sébastien, Gamper, Johann & Brun, Luc.
2018
(
August
).
Ring Based Approximation of Graph Edit Distance
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293-303
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Proceedins of Structural, Syntactic, and Statistical Pattern Recognition (SSPR)'2018
Beijing
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Springer International Publishing
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IAPR
.
abstract
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bibtex
,PDF(local), HAL(PDF), HAL.
Boria, Nicolas, Bougleux, Sébastien & Brun, Luc.
2018
(
August
).
Approximating GED using a Stochastic Generator and Multistart IPFP
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460--469
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Proceedings of SSPR'2018
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IAPR
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Bougleux, Sébastien, Gaüzère, Benoit, B. Blumenthal, David & Brun, Luc.
2018
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Fast linear sum assignment with error-correction and no cost constraints
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Brun, Luc, Foggia, Pasquale & Vento, Mario.
2018
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Trends in graph-based representations for Pattern Recognition
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Pattern Recognition Letters
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bibtex
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Daller, Evariste, Bougleux, Sébastien, Brun, Luc & Lezoray, Olivier.
2018
(
Juin
).
Motifs locaux et super-graphe pour la classification de graphes symboliques avec des reseaux convolutionnels
.
Actes de la conerence RFIAP 2018
AFRIF
,
Marne la valee
.
abstract
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bibtex
,HAL.
Daller, Evariste, Bougleux, Sébastien, Brun, Luc & Lezoray, Olivier.
2018
(
August
).
Local Patterns and Supergraph for Chemical Graph Classification with Convolutional Networks
. Pages:
97--106
of: Xiao Bai, Edwin R. Hancock, Tin Kam Ho, Richard C. Wilson, Battista Biggio and Antonio Robles-Kelly editors. (eds),
Proceedins of Structural, Syntactic, and Statistical Pattern Recognition(SSPR)'2018
Beijing
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Springer International Publishing
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IAPR
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bibtex
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Daller, Evariste, Bougleux, Sébastien, Gaüzère, Benoit & Brun, Luc.
2018
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).
Approximate Graph Edit Distance by Several Local Searches in Parallel
. Ana Fred editor. (eds),
7th Internation Conference on Pattern Recognition Applications and Methods
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Bougleux, Sebastien, Gauzere, Benoit & Brun, Luc.
2017
(
May
).
A Hungarian Algorithm for Error-Correcting Graph Matching
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118-127
of: Pasquale Foggia, Cheng-Lin Liu and Mario Vento editors. (eds),
11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition (GbRPR 2017)
AnaCapri, Italy
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Springer
,
Pasquale Foggia
.
bibtex
,PDF(HAL), www page.
Abu-Aisheh, Zeina, Gaüzère, Benoit, Bougleux, Sébastien, Ramel, Jean-Yves, Brun, Luc, Raveaux, Romain, et al.
2017
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Graph edit distance contest: Results and future challenges
.
Pattern Recognition Letters
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100
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Bougleux, Sébastien, Brun, Luc, Carletti, Vincenzo, Foggia, Pasquale, Gaüzère, Benoit & Vento, Mario.
2017
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Graph edit distance as a quadratic assignment problem
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Pattern Recognition Letters
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87
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Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2017
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Chemoinformatics and stereoisomerism: A stereo graph kernel together with three new extensions
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Pattern Recognition Letters
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87
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bibtex
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Bougleux, Sebastien & Brun, Luc.
2016
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Linear Sum Assignment with Edition
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Normandie Universite ; GREYC CNRS UMR 6072
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bibtex
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Bougleux, Sebastien, Gauzere, Benoit & Brun, Luc.
2016
(
December
).
Graph Edit Distance as a Quadratic Program
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of:
ICPR 2016 23rd International Conference on Pattern Recognition
Cancun, Mexico
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IEEE
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Grenier, Pierre Anthony, Brun, Luc & Villemin, Didier.
2016
(
December
).
Taking into Account Stereoisomerism in the Prediction of Molecular Properties
. Pages:
1543-1548
of:
Proceedings of ICPR 2016
Cancun
:
IEEE
,
IAPR
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bibtex
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Rhabi, Youssef El, Simon, Loic, Brun, Luc, Llados Canet, Josep & Lumbreras, Felipe.
2016
(
November
).
Information Theoretic Rotationwise Robust Binary Descriptor Learning
. Pages:
368--378
of:
Structural, Syntactic, and Statistical Pattern Recognition - Joint
IAPR International Workshop, S+SSPR 2016, Merida, Mexico,
November 29 - December 2, 2016, Proceedings
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Brun, L., Percannella, G., Saggese, A. & Vento, M..
2016
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Action recognition by using kernels on aclets sequences
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Computer Vision and Image Understanding
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144
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Gauzere, Benoit, Bougleux, Sebastien & Brun, Luc.
2016
(
November
).
Approximating Graph Edit Distance Using GNCCP
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496--506
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Structural, Syntactic, and Statistical Pattern Recognition - Joint
IAPR International Workshop, S+SSPR 2016, Merida, Mexico,
November 29 - December 2, 2016, Proceedings
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Bougleux, Sebastien, Brun, Luc, Carletti, Vincenzo, Foggia, Pasquale, Gauzere, Benoit & Vento, Mario.
2015
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) .
A Quadratic Assignment Formulation of the Graph Edit Distance
.
Normandie Universite ; GREYC CNRS UMR 6072 ; LITIS
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bibtex
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El Rhabi, Youssef, Simon, Loic & Brun, Luc.
2015
(
Jun
).
Estimation de la pose d'une camera a partir d'un flux video en s'approchant du temps reel
.
Journees francophones des jeunes chercheurs en vision par ordinateur
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Amiens, France
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Gauzere, Benoit, Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2015
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Treelet kernel incorporating cyclic, stereo and inter pattern information in Chemoinformatics
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Pattern Recognition
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48
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Brun, L., Foggia, P., Saggese, A. & Vento, M..
2015
Recognition of human actions using edit distance on aclet strings
.
V.I.S.A.P.P 2015
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Carletti, Vincenzo, Gaüzère, Benoit, Brun, Luc & Vento, Mario.
2015
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May
).
Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance
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188-197
of: Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. (eds),
Proceedings of the 10 th IAPR-TC15 Workshop on
Graph-based Representations (GbR) in Pattern Recognition
Bejing, China
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Springer International Publishing
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IAPR TC15
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abstract
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bibtex
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Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2015
(
May
).
From bags to graphs of stereo subgraphs in order to predict molecule's properties
. Pages:
305-314
of: Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. (eds),
Proceedings of the 10 th IAPR-TC15 Workshop on
Graph-based Representations (GbR) in Pattern Recognition
Bejing, China
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Springer International Publishing
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IAPR TC15
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bibtex
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Hafiane, Rachid, Brun, Luc & Tabbone, Salvatore.
2015
(
May
).
Incremental embedding within a dissimilarity-based framework
. Pages:
64-73
of: Cheng-Lin Liu, Bin Luo, Walter G. Kropatsch and Jian Cheng editors. (eds),
Proceedings of the 10 th IAPR-TC15 Workshop on
Graph-based Representations (GbR) in Pattern Recognition
Bejing, China
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Springer International Publishing
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IAPR TC15
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Gauzere, Benoit, Brun, Luc & Villemin, Didier.
2014
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Sep
).
Graph kernel encoding substituents relative positioning
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6 p.
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Proceedings of International Conference on Pattern Recognition (ICPR), 2014
,
Stockholm(SE)
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abstract
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bibtex
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Gauzere, Benoit, Brun, Luc & Villemin, Didier.
2014
(
Jun
).
Representation des cycles d'une molecule sous forme d'hypergraphe
.
Actes de la conference RFIA 2014
,
Rouen, France
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abstract
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bibtex
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Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2014
(
Jun
).
Un noyau sur graphe prenant en compte la stereoisomerie des molecules
.
Actes de la conference RFIA 2014
,
France
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abstract
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bibtex
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Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2014
(
Aug
).
A Graph Kernel incorporating molecule's stereisomerism information
. Pages:
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of:
Proceedings of ICPR 2014
,
Stockholm, Suede
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bibtex
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Brun, Luc, Saggese, Alessia & Vento, Mario.
2014
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Dynamic Scene Understanding for behavior analysis based on string kernels
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Circuits and Systems for Video Technology, IEEE Transactions on
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24
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10
),
1669 - 1681
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bibtex
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Brun, L., Percannella, G., Saggese, A. & Vento, M..
2014
HacK: A System for the Recognition of Human Actions by Kernels of Visual Strings
. IEEE editor. (eds),
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014)
,
Seoul, Korea
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Brun, L., Cappellania, B., Saggese, A. & Vento, M..
2014
Detection of Anomalous Driving Behaviors by Unsupervised Learning of Graphs
. IEEE editor. (eds),
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014)
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Seoul, Korea
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Brun, L., Saggese, A. & Vento, M..
2014
A Reliable String Kernel based Approach for Solving Queries by Sketch
. IEEE editor. (eds),
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2014)
,
Seoul, Korea
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abstract
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bibtex
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Gauzere, Benoit, Bougleux, Sebastien, Riesen, Kaspar & Brun, Luc.
2014
(
August 20-22
).
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks
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73--82
of:
Structural, Syntactic, and Statistical Pattern Recognition - JointIAPR International Workshop, S+SSPR 2014. Proceedings
,
Joensuu, Finland
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Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2014
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Quantitative Graph Theory: Mathematical Foundations and Applications
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Discrete Mathematics and Its Applications
CRC Press
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Graph kernels in chemoinformatics
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Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2014
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August 20-22
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Incorporating Molecule's Stereisomerism within the Machine Learning Framework
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12--21
of:
Structural, Syntactic, and Statistical Pattern Recognition - JointIAPR International Workshop, S+SSPR 2014. Proceedings
,
Joensuu, Finland
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Mahboubi, Amal, Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario.
2014
(
August 20-22
).
Tracking System with Re-identification Using a RGB String Kernel
. Pages:
333--342
of:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, S+SSPR 2014. Proceedings
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Joensuu, Finland
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Saggese, A., Brun, L. & Vento, M..
2014
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Detecting and indexing moving objects for Behavior Analysis by Video and Audio Interpretation
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Electronic Letters on Computer Vision and Image Analysis
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13
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2
),
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Gauzere, Benoit, Brun, Luc & Villemin, Didier.
2013
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May
).
Relevant Cycle Hypergraph Representation for Molecules
. Pages:
111
of:
Graph-Based Representations in Pattern Recognition
,
Autriche
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bibtex
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Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2013
(
Oct
).
A new hypergraph molecular representation
. Pages:
1
of:
Actes des 6 iemes Journees de la Chemoinformatique.
,
Nancy, France
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abstract
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bibtex
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Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2013
(
Oct
).
Chiral Kernel : Taking into account stereoisomerism
.
6emes journees de la Societe Francaise de Chemoinformatique (SFCi)
,
Nancy, France
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abstract
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bibtex
,HAL, PDF.
Grenier, Pierre-Anthony, Brun, Luc & Villemin, Didier.
2013
(
May
).
Treelet Kernel Incorporating Chiral Information
.
9th IAPR-TC15 International Workshop on Graph-based Representations in Pattern Recognition
,
Vienne, Autriche
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abstract
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bibtex
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Brun, Luc, Saggese, Alessia & Vento, Mario.
2013
Learning and classification of car trajectories in road video by string kernels
. Pages:
709-714
of:
Proceedings of the International Conference on Computer Vision Theory and Applications (V.I.S.A.P.P)
,
Barcelona, Spain
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abstract
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bibtex
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Conte, Donatello, Ramel, Jean-Yves, Sidere, Nicolas, Luqman, Muhammad Muzzamil, Gauzere, Benoit, Gibert, Jaume, et al.
2013
A Comparison of Explicit and Implicit Graph Embedding Methods
for Pattern Recognition
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81-90
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Graph-Based Representations in Pattern Recognition - 9th
IAPR-TC-15 International Workshop
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Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2013
.
Noyau de Treelets applique aux graphes etiquetes et aux graphes de cycles
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Revue d'Intelligence Artificielle
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27
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1
),
121-144
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Gibert, Jaume, Valveny, Ernest, Bunke, Horst & Brun, Luc.
2013
(
August
).
Graph Clustering Through Attribute Statistics Based
Embedding
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302-309
of: R. Wilson, E. Hancock, A. Bors and W. Smith editors. (eds),
Computer Analysis Images and Patterns 2013
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York
.
bibtex
,Pdf.
MAHBOUBI, Amal, BRUN, Luc, CONTE, Donatello, FOGGIA, Pasquale & VENTO, Mario.
2013
(
September
).
Re-identification de Personnes par Modele de Noyaux de Graphe
.
GRETSI 2013
,
Brest
.
bibtex
.
Mahboubi, Amal, Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario.
2013
(
August
).
Tracking System with Re-identification Using a Graph Kernels
Approach
. Pages:
401-408
of: R. Wilson, E. Hancock, A. Bors and W. Smith editors. (eds),
Computer Analysis Images and Patterns 2013
,
York
.
abstract
,
bibtex
,Pdf.
Bougleux, Sébastien, Dupe, Francois-Xavier, Brun, Luc, Benoit, Gaüzère & Mokhtari, Myriam.
2012
(
November
).
Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel
. Pages:
1602-1605
of:
Proceedings of ICPR 2012
Tsukuba, Japan
:
IEEE
,
IAPR
.
bibtex
,Abstract and Pdf.
Bougleux, Sébastien, Dupe, Francois-Xavier, Brun, Luc & Mokhtari, Myriam.
2012
(
November
).
Shape Similarity based on a Treelet Kernel with Edition
. Pages:
199-207
of: A. Imiya et al. editor. (eds),
Proceedings of S+SSPR2012
Miyajima-Itsukushima, Hiroshima, Japan
:
Springer
,
IAPR TC 2
.
bibtex
,Abstract and Pdf.
Brun, Luc & Kropatsch, Walter.
2012
.
Image Processing and Analysing With Graphs: Theory and Practice
.
CRC Press
. Chap.
Hierarchical Graph Encoding
.
bibtex
,pdf.
Brun, Luc, Saggese, Alessia & Vento, Mario.
2012
A clustering algorithm of trajectories for behaviour understanding based on string kernels
. Pages:
267--274
of:
Proceedings of the Conference on Signal Image Technology & Internet Based Systems (SITIS)
Sorrento, Italy
:
IEEE
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
.
Two new graphs kernels in chemoinformatics
.
Pattern Recognition Letters
,
33
(
15
),
2038-2047
.
abstract
,
bibtex
,ScienceDirect, HAL.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
(
Jan.
).
Noyau de Treelets Applique aux Graphes Etiquetes
.
Actes de RFIA 2012
AFRIF
,
Lyon, France
.
abstract
,
bibtex
,paper (pdf).
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
(
November
).
Graph Kernels Based on Relevant Patterns and Cycle Information for Chemoinformatics
. Pages:
1775-1778
of:
Proceedings of ICPR 2012
Tsukuba, Japan
:
IEEE
,
IAPR
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Makoto, Hasegawa, Brun, Luc & Tabbone, Salvatore.
2012
(
November
).
Implicit and Explicit Graph Embedding: Comparison of both Approaches on Chemoinformatics Applications.
Pages:
510-518
of: A. Imiya et al. editor. (eds),
Proceedings of S+SSPR2012
Miyajima-Itsukushima, Hiroshima, Japan
:
Springer
,
IAPR TC 2
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2012
(
November
).
Graph Kernels: Crossing Information from Different Patterns using Graph Edit Distance
. Pages:
42-50
of: A. Imiya et al. editor. (eds),
Proceedings of S+SSPR2012
Miyajima-Itsukushima, Hiroshima, Japan
:
Springer
,
IAPR TC 2
.
bibtex
,Abstract and Pdf.
Assemlal, Haz-Edine, Tschumperle, David, Brun, Luc & Siddiqi, Kaleem.
2011
.
Recent advances in diffusion MRI modeling: Angular and radial reconstruction
.
Medical image analysis
,
15
(
4
),
369-396
.
abstract
,
bibtex
,pdf.
Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario.
2011
(
June
).
A graph kernel method for Re-identification
. Pages:
173-182
of:
In 8th International Conference on Image Analysis and
Recognition (ICIAR'2011)
.
bibtex
,HAL, pdf.
Brun, Luc, Conte, Donatello, Foggia, Pasquale & Vento, Mario.
2011
(
May
).
People Re-identification by Graph Kernel Methods
. Pages:
285-294
of: Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello editors. (eds),
In 8th IAPR - TC-15 Workshop on Graph-based
Representations in Pattern Recognition (GBR'11)
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2011
(
May
).
Deux nouveaux noyaux sur Graphes et leurs applications en chimioinformatique
. Pages:
28-39
of:
Apprentissage et Graphes pour les Systemes complexes (AGS) 2011
AFIA
.
bibtex
,Abstract and Pdf.
Gaüzère, Benoit, Brun, Luc & Villemin, Didier.
2011
(
May
).
Two new Graph Kernels and Applications to Chemoinformatics
. Pages:
112-122
of: Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello editors. (eds),
In 8th IAPR - TC-15 Workshop on Graph-based
Representations in Pattern Recognition (GBR'11)
.
bibtex
,Abstract and Pdf.
Goffe, Romain, Brun, Luc & Damiand, Guillaume.
2011
.
Tiled top down combinatorial pyramids for large images
representation
.
International Journal of Imaging Systems and Technology
,
21
(
1
),
28--36
.
bibtex
,Abstract and Pdf, Wiley library.
Goffe, Romain, Brun, Luc & Damiand, Guillaume.
2011
(
May
).
Tiled top down pyramids and segmentation of large
histological images
. Pages:
255-264
of: Xiaoyi Jiang, Miquel Ferrer and Andrea Torsello editors. (eds),
In 8th IAPR - TC-15 Workshop on Graph-based
Representations in Pattern Recognition (GBR'11)
.
abstract
,
bibtex
,HAL, pdf, poster(pdf).
Fourey, Sebastien & Brun, Luc.
2010
(
August
).
Efficient encoding of n-D combinatorial pyramids
.
Proceedings of the International Conference on Pattern Recognition (ICPR'2010)
,
Istanbul, Turkey
.
abstract
,
bibtex
,paper(pdf).
Brun, Luc, Conte, Donatello, Foggia, Pasquale, Vento, Mario & Villemin, Didier.
2010
(
September
).
Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application
Proceedings of the First International Workshop on Querying Graph Structured Data
Novi Sad, Serbia
:
Springer
.
abstract
,
bibtex
,paper(pdf).
Dupe, Francois-Xavier, Bougleux, Seebastien, Brun, Luc, Lezoray, Olivier & Elmoataz, Abder.
2010
(
August
).
Kernel Based Implicit Graph Regularization of Structured Objects
.
Proc. of ICPR'2010
IAPR
.
abstract
,
bibtex
,paper(pdf).
Dupe, Francois-Xavier & Brun, Luc.
2010
(
January
).
Classification de formes avec un noyau sur graphes flexible et robuste au bruit
.
Proceedings of RFIA'2010
AFRIF
,
Caen
.
abstract
,
bibtex
,papier(pdf).
Goffe, Romain, Damiand, Guillaume & Brun, Luc.
2010
(
August
).
A causal extraction scheme in top-down pyramids for
large images segmentation
. Pages:
264-274
of:
In 13th International Workshop On Structural and Syntactic Pattern Recognition (SSPR'10)
.
bibtex
,HAL, pdf, poster.
Fourey, Sebastien & Brun, Luc.
2009-07
.
Connecting walks and connecting dart sequences for n-D combinatorial pyramids
. .
abstract
,
bibtex
,HAL, pdf.
Assemlal, H-E., Tschumperl'e, David & Brun, Luc.
2009
.
Efficient and Robust Computation of PDF Features from Diffusion MR Signal
.
Medical Image Analysis
,
13
(
5
),
715-729
.
abstract
,
bibtex
,HAL, pdf.
Assemlal, H-E., Tschumperl'e, David & Brun, Luc.
2009
(
September
).
Estimation de caractéristiques quelconques de la PDF à partir d'un signal IRM de diffusion
.
GRETSI
,
Dijon,France
.
bibtex
.
Assemlal, H-E., Tschumperl'e, David & Brun, Luc.
2009
(
September
).
Evaluation of q-Space Sampling Strategies for the Diffusion Magnetic Resonance Imaging
.
MICCAI
,
London/England
.
abstract
,
bibtex
.
Dupe, F. -X. & Brun, L..
2009
Edition within a graph kernel framework for shape recognition
. Pages:
11-21
of:
Graph Based Representation in Pattern Recognition 2009
.
abstract
,
bibtex
,paper(pdf).
Dupe, F. -X. & Brun, L..
2009
Tree covering within a graph kernel framework for shape classification.
Pages:
278-287
of: Pasquale Foggia, Carlo Sansone and Mario Vento editors. (eds),
ICIAP 2009
.
abstract
,
bibtex
,paper(pdf).
Dupe, F. -X. & Brun, L..
2009
(
September
).
Shape classification using a flexible graph kernel
. Xiaoyi Jiang editor. (eds),
Proceedings of CAIP 2009
.
abstract
,
bibtex
,paper(pdf).
Fourey, Sebastien & Brun, Luc.
2009
.
A first step toward combinatorial pyramids in nD spaces
. .
abstract
,
bibtex
,HAL, pdf.
Fourey, Sebastien & Brun, Luc.
2009
(
May
).
A first step toward combinatorial pyramids in n-D spaces
. Pages:
304--313
of:
Graph-based Representations in Pattern Recognition
Venice, Italy
:
Springer
.
abstract
,
bibtex
,paper(pdf).
Fourey, Sebastien & Brun, Luc.
2009
(
Aug.
).
Connecting walks and connecting dart sequences for n-D combinatorial pyramids
. Pages:
67--74
of: W. G. Kroptach, H. Molina and A. Ion editors. (eds),
Proceedings of the workshop on Computational Topology in Image Context
,
St. Kathrein/Offenegg, Austria
.
bibtex
.
Fourey, Sebastien & Brun, Luc.
2009
(
Nov.
).
Connecting walks and connecting dart sequences for n-D combinatorial pyramids
. Pages:
109--122
of: P. Wiederhold and R. P. Barneva editors. (eds),
Progress in Combinatorial Image Analysis (International Workshop on Combinatorial Image Analysis)
Cancun, Mexico
:
Research Publishing Services
.
abstract
,
bibtex
,paper(pdf).
Deruyver, Aline, Hode, Yann & Brun, Luc.
2009
.
Image interpretation with a conceptual graph: Labeling over-segmented
images and detection of unexpected objects
.
Artif. Intell.
,
173
(
14
),
1245-1265
.
abstract
,
bibtex
.
Goffe, Romain, Damiand, Guillaume & Brun, Luc.
2009
(
February
).
A top down construction scheme for irregular pyramids
.
V.I.S.A.P.P.'2009
.
bibtex
.
Goffe, Romain, Damiand, Guillaume & Brun, Luc.
2009
(
November
).
Extraction of tiled top-down irregular pyramids from large images.
Pages:
123-137
of: Petra Wiederhold and Reneta P. Barneva editors. (eds),
13th International Workshop on Combinatorial Image
Analysis (IWCIA'09)
.
abstract
,
bibtex
,HAL, pdf, slides.
Lebosse, Jerome. .
2009
.
Methodes d'identification pour le controle de l'utilisation de documents audio
.Ph. D Thesis,
Universite de Caen
.
abstract
,
bibtex
,manuscript(pdf).
Assemlal, H-E., Tschumperl'e, David & Brun, Luc.
2008
(
September
).
Robust Variational Estimation of PDF functions from Diffusion MR Signal.
CDMRI
,
New York/USA
.
abstract
,
bibtex
,HAL, pdf, Presentation.
Assemlal, Haz-Edine, Tschumperle, David & Brun, Luc.
2008
Efficient Computation of PDF-Based Characteristics from Diffusion MR Signal
. Pages:
70--78
of:
MICCAI '08: Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Berlin, Heidelberg
:
Springer-Verlag
.
abstract
,
bibtex
,pdf, Slides.
Brun, L. & Pruvot, J.H..
2008
Hierarchical Matching Using Combinatorial Pyramid Framework
. Pages:
346-355
of:
ICISP 2008
,
Cherbourg
.
bibtex
.
Dupe, F.-X. & Brun, L..
2008
Hierarchical Bag of Paths for Kernel Based Shape Classification
. Pages:
227-236
of:
Proceedings of S+SSPR 2008
,
Orlando
.
abstract
,
bibtex
,paper(pdf), arXiv.
Elhassani, M., Jehan-Besson, S., Brun, L., Revenu, M., Duranton, M., Tschumperle, D. & et al.
2008
.
A Time-Consistent Video Segmentation Algorithm designed for Real-Time Implementation
.
VLSI Design
,
2008
(
Article ID 892370
),
12 pages
.
bibtex
.
Nee, G., Jehan-Besson, S., Brun, L. & Revenu, M..
2008
(
December
).
Significance tests and statistical inequalities for region matching
. Pages:
350--360
of: N. da Vitaro Lobo et al. editor. (eds),
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops S+SSPR 2008
.
bibtex
.
Tschumperle, D. & Brun, L..
2008
Image Denoising and Registration by PDE's on the Space of Patches
.
International Workshop on Local and Non-Local Approximation in Image Processing (LNLA'08)
,
Lausanne
.
bibtex
,HAL, pdf.
Tschumperle, D. & Brun, L..
2008
.
Defining Some Variational Methods on the Space of Patches : Application to Multi-Valued Image Denoising and Registration
. Tech. rept.
08/01
.
GREYC
.
bibtex
.
Hugues Pruvot, Jean. .
2008
.
Segmentation et appariement hiérarchiques basés sur les pyramides combinatoires
.Ph. D Thesis,
Université de Caen Basse Normandie - ED SIMEM
.
France
.
bibtex
,Phd.
Rosenberger, Christophe & Brun, Luc.
2008
Similarity-Based Matching for Face Authentication
. Pages:
0-0
of:
Proceedings of the International Conference on Pattern Recognition (ICPR'2008)
,
Tampa, Florida, USA
.
bibtex
.
Assemlal, H-E., Tschumperle, David & Brun, Luc.
2007
(
April
) .
A Variational Framework for the Robust Estimation of ODFs From High Angular Resolution Diffusion Images.
. Tech. rept.
07-01
.
GREYC
.
bibtex
,pdf.
Assemlal, H-E., Tschumperle, David & Brun, Luc.
2007
(
September
).
Fiber Tracking on HARDI Data Using Robust ODF Fields.
ICIP'2007, IEEE International Conference on Image Processing
,
San Antonio/USA
.
abstract
,
bibtex
,HAL, pdf, ps, presentation.
Assemlal, H-E., Tschumperle, David & Brun, Luc.
2007
(
September
).
Estimation variationnelle robuste de modeles complexes de diffusion en IRM a haute resolution angulaire et tractographie.
GRETSI'2007
,
Troyes/France
.
abstract
,
bibtex
,HAL, pdf, presentation.
Pruvot, Jean Hugues & Brun, Luc.
2007
(
June
).
Hierarchy construction schemes Within the scale set framework
. Pages:
126-137
of: Francisco Escolano and Mario Vento editors. (eds),
Graph based Representation in Pattern Recognition'2007
Alicante
:
LNCS
,
IAPR TC15
.
abstract
,
bibtex
,article(ps), arXiV, slides(pdf), video.
Brun, Luc.
2007
(
June
).
Segmentation, Graphes et structures hierarchiques
.
ORASIS 2007
,
Obernai, France
.
bibtex
,slide(pdf).
Damiand, Guillaume & Brun, Luc.
2007
.
Geometrie discrete et images numeriques
.
Hermes
. Chap.
Cartes combinatoires pour l'analyse d'images
, pages
107-124
.
bibtex
,PDF(HAL).
Lebosse, Jerome & Brun, Luc.
2007
(
September
).
Audio Fingerprint Identification by Approximate String Matching
.
Proceedings of ISMIR 2007
,
Vienna (Austria)
.
bibtex
,pdf (see the conference site).
Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude.
2007
(
September
).
Identification de signaux audio par appariement de chines
.
Proc. of GRETSI 2007
,
Troyes, France
.
abstract
,
bibtex
,article(pdf).
Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude.
2007
(
June
).
A Robust Audio Fingerprint's Based Identification Method
. Pages:
185-192
of: Joan Marti, Jose Miguel Benedi, Ana Maria Mendonca and Joan Serrat editors. (eds),
Proceedings of IbPRIA'2007
Girona
:
LNCS
.
abstract
,
bibtex
,article(ps).
Braure de Calignon, M., Brun, Luc & Lachaud, Jacques Olivier.
2006
(
November
).
Combinatorial Pyramids and discrete geometry for energy minimizing segmentation
.
Proc. Int. Symposium on visual Computing
Lake Tahoe, Nevada
:
springer
.
abstract
,
bibtex
,pdf, arXiv.
El-hassani, M., Rivasseau, D., Jehan-Besson, S., Revenu, M., Tschumperle, D., Brun, L. & et al.
2006
(
December
).
A time-consistent video segmentation algorithm designed for real-time implementation
.
IEEE International Conference on Electronics, Circuits and Systems
,
Nice France
.
bibtex
.
El-hassani, M., Rivasseau, D., Duranton, M., Jehan-Besson, S., Tschumperle, D., Brun, L. & et al.
2006
(
May
).
Vectorization of a statistical segmentation
.
International Congress of Imaging Science
,
Rochester
.
bibtex
.
Brun, Luc & Kropatsch, Walter.
2006
.
Contains and Inside relationships within combinatorial Pyramids
.
Pattern Recognition
,
39
(
4
),
515-526
.
abstract
,
bibtex
,arXiv.
Elhassani, M., Rivasseau, D., Duranton, M., Jehan-Besson, S., Tschumperle, D., Brun, L. & et al.
2006
(
May
).
Vectorization of a statistical segmentation
.
International Congress of Imaging Science
,
Rochester, NY, USA
.
bibtex
.
Elhassani, M., Rivasseau, D., Jehan-Besson, S., Revenu, M., Tschumperle, D., Brun, L. & et al.
2006
(
December
).
Conception d'un algorithme robuste de segmentation video pour des applications temps reel
.
CORESA
,
Caen
.
bibtex
.
BR-LEBOSSE-2006
JeromeLebosseJean-ClaudePailles
2006
Determination d'identification de signal
France Telecom
Brevet 06 50403
fingerprint
bibtex
.
Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude.
2006
(
Novembre
).
Fingerprint audio robuste pour la gestion de droits
.
Actes de CORESA 2006
,
Caen
.
abstract
,
bibtex
,article(pdf).
Lebosse, Jerome, Brun, Luc & Pailles, Jean Claude.
2006
(
February
).
A Robust Audio Fingerprint Extraction Algorithm
. Pages:
185-192
of: Robert Sablatnig and O. Scherze editors. (eds),
Proceedings of SPPRA'2006
Innsbruck(Austria)
:
ACTA Press
.
abstract
,
bibtex
,article(ps).
A. Ion, Y.; Haxhimusa, W. Kropatsch, L. Brun.
2005
(
February
).
Hierarchical Image partitioning using Combinatorial Maps
.
CVWW 2005
,
Zell an der Pram, Austria
.
abstract
,
bibtex
,article.
Brun, Luc, Mokhtari, Myriam & Meyer, Fernand.
2005
Hierarchical watersheds within the Combinatorial Pyramid framework
.
Proc. of DGCI 2005
,
IAPR-TC18
.
abstract
,
bibtex
,article, slides.
Brun, Luc & Kropatsch, Walter.
2005
(
April
).
Inside and Outside within Combinatorial Pyramids
. Luc Brun and Mario Vento editors. (eds),
5th IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition
Poitiers (France)
:
Springer, Berlin Heidelberg, New York
,
IAPR-TC15
.
abstract
,
bibtex
,springerLink.
Haxhimusa, Yll, Ion, Adrian, Kropatsch, Walter G. & Brun, Luc.
2005
(
May
).
Hierarchical Image Partitioning using Combinatorial Maps
. Pages:
179--186
of: D. Chetverikov, L. Czuni and M. Vincze editors. (eds),
Joint Hungarian-Austrian Conference on Image Processing and Pattern Recognition
,
Hungary
.
bibtex
.
Marchadier, Jocelyn, Brun, Luc & Kropatsch, Walter G..
2004
Rooted kernels and Labeled Combinatorial Pyramids
. Ale s Leonardis and Franc (eds.) Solina editors. (eds),
Computer Vision - CVWW'04, Proceedings of the Computer Vision Winter Workshop
Ljubljana
:
IEEE Slovenia Section
.
abstract
,
bibtex
,article.
Brun, Luc, Vautrot, Philippe & Meyer, Fernand.
2004
Hierarchical Watersheds with Inter-pixel Boundaries
. Pages:
840-847
of:
Image Analysis and Recognition: International Conference ICIAR 2004, Part I
Proto (Portugal)
:
Springer Verlag Heidelberg (LNCS)
.
abstract
,
bibtex
,article.
Brun, Luc, Mokhtari, Myriam & Domenger, Jean Philippe.
2003
.
Incremental modifications on segmented image defined
by discrete maps
.
Journal of Visual Communication and Image Representation
,
14
251-290
.
abstract
,
bibtex
,article.
Brun, Luc & Kropatsch, Walter.
2003
.
Receptive Fields within the Combinatorial Pyramid Framework
.
Graphical Models
,
65
23-42
.
abstract
,
bibtex
,article.
Brun, Luc & Kropatsch, Walter.
2003
.
Contraction Kernels and Combinatorial Maps
.
Pattern Recognition Letters
,
24
(
8
),
1051-1057
.
abstract
,
bibtex
,article.
Brun, Luc & Kropatsch, Walter.
2003
(
February
).
Implicit encoding of combinatorial Pyramids
. Pages:
49-54
of: Ondrej Drbohlav editor. (eds),
Proceedings of the Computer Vision Winter Workshop
,
Valtice, Czech Reublic
.
abstract
,
bibtex
,article.
Brun, Luc & Kropatsch, Walter.
2003
(
June
).
Construction of Combinatorial Pyramids
. Pages:
1-12
of: Edwin Hancock and Mario Vento editors. (eds),
Graph based Representations in Pattern Recognition
IAPR-TC15
,
York, UK
.
abstract
,
bibtex
,article, slides.
Brun, Luc & Kropatsch, Walter.
2003
(
September
).
Combinatorial Pyramids
. Pages:
33-37
of: Suvisoft editor. (eds),
IEEE International conference on Image Processing (ICIP)
IEEE
,
Barcelona
.
abstract
,
bibtex
,article, slides.
Brun, Luc.
2002
.
Traitement d'images couleur
. .
bibtex
,link to my lectures.
Brun, Luc & Kropatsch, Walter.
2002
.
Labeled Pyramids with Combinatorial Maps
. Tech. rept.
PRIP-TR-yy
.
PRIP, TU Wien
.
abstract
,
bibtex
,article.
Brun, Luc. .
2002
.
Traitement d'images couleur et pyramides combinatoires
.Ph. D Thesis,
Universite de Reims
.
abstract
,
bibtex
,pdf, ps.gz.
Brun, Luc & Tremeau, Alain.
2002
.
Digital Color Imaging Handbook
.
Electrical and Applied Signal Processing
CRC Press
. Chap. Color quantization
, pages
589-637
.
bibtex
,ResearchGate.
Brun, Luc & Kropatsch, Walter.
2002
(
April
).
Receptive Fields within the Combinatorial Pyramid Framework
. Pages:
92-101
of: Achille Braquelaire, Jacques-Olivier Lachaud and Anne Vialard editors. (eds),
Discrete Geometry for Computer Imagery
Bordeaux
:
Springer-Verlag
.
abstract
,
bibtex
,article.
Brun, Luc & Kropatsch, Walter.
2002
(
February
).
Defining regions within the Combinatorial Pyramid framework
. Pages:
198-207
of: Horst Wildenauer and Walter Kropatsch editors. (eds),
Proceedings of the Computer Vision Winter Workshop
,
Bad Ausse Austria
.
abstract
,
bibtex
,article(pdf).
Hussenet, Laurent & Brun, Luc.
2002
(
September
).
Reconstruction of Shiny objects
. Pages:
337-342
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