Pierre Héroux

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 31

Top Topics

Graph Representations

Top Venues

Pattern Recognit. Lett.

Publications

Aldo Moscatelli, Jason Piquenot, Maxime Bérar, Pierre Héroux, Sébastien Adam
Graph node matching for edit distance. Pattern Recognit. Lett. 184 (2024)
Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam
G2N2 : Weisfeiler and Lehman go grammatical. ICLR (2024)
Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
Technical report: Graph Neural Networks go Grammatical. CoRR (2023)
Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
Breaking the Limits of Message Passing Graph Neural Networks. CoRR (2021)
Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. ICLR (2021)
Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam
Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. 152 (2021)
Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
Breaking the Limits of Message Passing Graph Neural Networks. ICML (2021)
Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. CoRR (2020)
Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Laurent Joubert
Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach. J. Comput. Chem. 41 (24) (2020)
Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett
ICDAR2019 Competition on Historical Book Analysis - HBA2019. ICDAR (2019)
Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam
Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR (2019)
Maroua Mehri, Ramzi Chaieb, Karim Kalti, Pierre Héroux, Rémy Mullot, Najoua Essoukri Ben Amara
A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents. J. Imaging 4 (8) (2018)
Thanh Nam Le, Muhammad Muzzamil Luqman, Anjan Dutta, Pierre Héroux, Christophe Rigaud, Clément Guérin, Pasquale Foggia, Jean-Christophe Burie, Jean-Marc Ogier, Josep Lladós, Sébastien Adam
Subgraph spotting in graph representations of comic book images. Pattern Recognit. Lett. 112 (2018)
Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
New binary linear programming formulation to compute the graph edit distance. Pattern Recognit. 72 (2017)
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)
Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot
A texture-based pixel labeling approach for historical books. Pattern Anal. Appl. 20 (2) (2017)
Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett
HBA 1.0: A Pixel-based Annotated Dataset for Historical Book Analysis. HIP@ICDAR (2017)
Maroua Mehri, Pierre Héroux, Julien Lerouge, Rémy Mullot
Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. ICDAR (2017)
Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot
Texture feature benchmarking and evaluation for historical document image analysis. Int. J. Document Anal. Recognit. 20 (1) (2017)
Maroua Mehri, Pierre Héroux, Mickaël Coustaty, Petra Gomez-Krämer, Julien Lerouge, Rémy Mullot
Reconnaissance et classification de lettrines à base des descripteurs de bas niveau et de représentation structurelle. CORIA-CIFED (2016)
Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
Exact Graph Edit Distance Computation Using a Binary Linear Program. S+SSPR (2016)
Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam
Minimum cost subgraph matching using a binary linear program. Pattern Recognit. Lett. 71 (2016)
Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe. CORIA-CIFED (2016)
Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
One-shot field spotting on colored forms using subgraph isomorphism. ICDAR (2015)
Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam
GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. GbRPR (2015)
Maroua Mehri, Pierre Héroux, Julien Lerouge, Petra Gomez-Krämer, Rémy Mullot
A structural signature based on texture for digitized historical book page categorization. ICDAR (2015)
Maroua Mehri, Pierre Héroux, Nabil Sliti, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot
Extraction of Homogeneous Regions in Historical Document Images. VISAPP (3) (2015)
Maroua Mehri, Nabil Sliti, Pierre Héroux, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot
Use of SLIC superpixels for ancient document image enhancement and segmentation. DRR (2015)
Maroua Mehri, Nibal Nayef, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot
Learning Texture Features for Enhancement and Segmentation of Historical Document Images. HIP@ICDAR (2015)
Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
Graph edit distance : a new binary linear programming formulation. CoRR (2015)
Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Mickaël Coustaty, Julien Lerouge, Rémy Mullot
A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification. ICDAR (2015)
Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
Robustness Assessment of Texture Features for the Segmentation of Ancient Documents. Document Analysis Systems (2014)
Maroua Mehri, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents. ICPR (2014)
Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot
A Pixel Labeling Framework for Comparing Texture Features Application to Digitized Ancient Books. ICPRAM (2014)
Maroua Hammami, Pierre Héroux, Sébastien Adam
Extraction de zones informatives dans des images de formulaire en couleur. CORIA-CIFED (2014)
Maroua Mehri, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
"Étude comparative de trois ensembles de descripteurs de texture pour la segmentation de documents anciens". CORIA-CIFED (2014)
Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
Évaluation de la robustesse des descripteurs de texture pour la segmentation des images de documents anciens. CORIA-CIFED (2014)
Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Alain Boucher, Rémy Mullot
A Pixel Labeling Approach for Historical Digitized Books. ICDAR (2013)
Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot
Texture feature evaluation for segmentation of historical document images. HIP@ICDAR (2013)
Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Rémy Mullot
Old document image segmentation using the autocorrelation function and multiresolution analysis. DRR (2013)
Pierre Héroux, Pierre Le Bodic, Sébastien Adam
Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. GREC (2013)
Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier
An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings. Pattern Recognit. 45 (12) (2012)
Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin
Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. 115 (7) (2011)
Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel
Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. ICDAR (2009)
Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel
Vector Representation of Graphs: Application to the Classification of Symbols and Letters. ICDAR (2009)
Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel
A Vectorial Representation for the Indexation of Structural Informations. SSPR/SPR (2008)
Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin
Automatic Ground-truth Generation for Document Image Analysis and Understanding. ICDAR (2007)
Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition. GbRPR (2007)
Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
Approximation of Digital Curves using a Multi-Objective Genetic Algorithm. ICPR (2) (2006)
Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition. ICPR (3) (2006)
Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm. GREC (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. GREC (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Clustering document images using a bag of symbols representation. ICDAR (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document. EGC (2005)
Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux
Symbol Recognition Combining Vectorial and Statistical Features. GREC (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Clustering Document Images Using Graph Summaries. MLDM (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Indexation of Document Images Using Frequent Items. PRIS (2005)
Fabien Carmagnac, Pierre Héroux, Éric Trupin
Distance Based Strategy for Supervised Document Image Classification. SSPR/SPR (2004)
Fabien Carmagnac, Pierre Héroux, Éric Trupin
Multi-view hac for Semi-supervised Document Image Classification. Document Analysis Systems (2004)
Fabien Carmagnac, Pierre Héroux, Éric Trupin
A Document Image Classification Strategy Based on Distance Computation and Feature Selection. PRIS (2003)
Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Éric Trupin, Jean-Marc Ogier
A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. SSPR/SPR (2002)
Pierre Héroux, Éric Trupin, Yves Lecourtier
Structural Classification for Retrospective Conversion of Documents. SSPR/SPR (2000)
Pierre Héroux, Sébastien Diana, Arnaud Ribert, Éric Trupin
Classification method study for automatic form class identification. ICPR (1998)
Pierre Héroux, Sébastien Diana, Éric Trupin, Yves Lecourtier
A Structural Classifier to Automatically Identify Form Classes. SSPR/SPR (1998)