Pierre Héroux

According to our database, Pierre Héroux authored at least 61 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Technical report: Graph Neural Networks go Grammatical.

Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

CoRR, 2023

2021

Symbols Detection and Classification using Graph Neural Networks.

Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam

Pattern Recognit. Lett., 2021

Breaking the Limits of Message Passing Graph Neural Networks.

Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine

Proceedings of the 38th International Conference on Machine Learning, 2021

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective.

Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach.

Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Laurent Joubert

J. Comput. Chem., 2020

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks.

Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine

CoRR, 2020

2019

Graph Neural Network for Symbol Detection on Document Images.

Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam

Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

ICDAR2019 Competition on Historical Book Analysis - HBA2019.

Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018

Subgraph spotting in graph representations of comic book images.

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

Pattern Recognit. Lett., 2018

A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents.

Maroua Mehri, Ramzi Chaieb, Karim Kalti, Pierre Héroux, Rémy Mullot, Najoua Essoukri Ben Amara

J. Imaging, 2018

2017

Graph edit distance contest: Results and future challenges.

Zeina Abu-Aisheh, Benoit Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam

Pattern Recognit. Lett., 2017

New binary linear programming formulation to compute the graph edit distance.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam

Pattern Recognit., 2017

A texture-based pixel labeling approach for historical books.

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot

Pattern Anal. Appl., 2017

Texture feature benchmarking and evaluation for historical document image analysis.

Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot

Int. J. Document Anal. Recognit., 2017

HBA 1.0: A Pixel-based Annotated Dataset for Historical Book Analysis.

Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett

Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching.

Maroua Mehri, Pierre Héroux, Julien Lerouge, Rémy Mullot

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016

Minimum cost subgraph matching using a binary linear program.

Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam

Pattern Recognit. Lett., 2016

Exact Graph Edit Distance Computation Using a Binary Linear Program.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Reconnaissance et classification de lettrines à base des descripteurs de bas niveau et de représentation structurelle.

Maroua Mehri, Pierre Héroux, Mickaël Coustaty, Petra Gomez-Krämer, Julien Lerouge, Rémy Mullot

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe.

Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015

Graph edit distance : a new binary linear programming formulation.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam

CoRR, 2015

Extraction of Homogeneous Regions in Historical Document Images.

Maroua Mehri, Pierre Héroux, Nabil Sliti, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot

Proceedings of the VISAPP 2015, 2015

Learning Texture Features for Enhancement and Segmentation of Historical Document Images.

Maroua Mehri, Nibal Nayef, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

A structural signature based on texture for digitized historical book page categorization.

Maroua Mehri, Pierre Héroux, Julien Lerouge, Petra Gomez-Krämer, Rémy Mullot

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification.

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Mickaël Coustaty, Julien Lerouge, Rémy Mullot

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

One-shot field spotting on colored forms using subgraph isomorphism.

Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism.

Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

Use of SLIC superpixels for ancient document image enhancement and segmentation.

Maroua Mehri, Nabil Sliti, Pierre Héroux, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot

Proceedings of the Document Recognition and Retrieval XXII, 2015

2014

A Pixel Labeling Framework for Comparing Texture Features Application to Digitized Ancient Books.

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot

Proceedings of the ICPRAM 2014, 2014

Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents.

Maroua Mehri, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robustness Assessment of Texture Features for the Segmentation of Ancient Documents.

Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

"Étude comparative de trois ensembles de descripteurs de texture pour la segmentation de documents anciens".

Maroua Mehri, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot

Proceedings of the CORIA 2014, 2014

Évaluation de la robustesse des descripteurs de texture pour la segmentation des images de documents anciens.

Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot

Proceedings of the CORIA 2014, 2014

Extraction de zones informatives dans des images de formulaire en couleur.

Maroua Hammami, Pierre Héroux, Sébastien Adam

Proceedings of the CORIA 2014, 2014

2013

A Pixel Labeling Approach for Historical Digitized Books.

Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Alain Boucher, Rémy Mullot

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Texture feature evaluation for segmentation of historical document images.

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot

Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, 2013

Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism.

Pierre Héroux, Pierre Le Bodic, Sébastien Adam

Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

Old document image segmentation using the autocorrelation function and multiresolution analysis.

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Rémy Mullot

Proceedings of the Document Recognition and Retrieval XX, 2013

2012

An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings.

Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier

Pattern Recognit., 2012

2011

Learning graph prototypes for shape recognition.

Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin

Comput. Vis. Image Underst., 2011

2009

Vector Representation of Graphs: Application to the Classification of Symbols and Letters.

Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming.

Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

A Vectorial Representation for the Indexation of Structural Informations.

Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel

Proceedings of the Structural, 2008

2007

Automatic Ground-truth Generation for Document Image Analysis and Understanding.

Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition.

Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin

Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

2006

Approximation of Digital Curves using a Multi-Objective Genetic Algorithm.

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition.

Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Indexation of Document Images Using Frequent Items.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Pattern Recognition in Information Systems, 2005

Clustering Document Images Using Graph Summaries.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Clustering document images using a bag of symbols representation.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm.

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin

Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Symbol Recognition Combining Vectorial and Statistical Features.

Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux

Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004

Distance Based Strategy for Supervised Document Image Classification.

Fabien Carmagnac, Pierre Héroux, Éric Trupin

Proceedings of the Structural, 2004

Multi-view hac for Semi-supervised Document Image Classification.

Fabien Carmagnac, Pierre Héroux, Éric Trupin

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003

A Document Image Classification Strategy Based on Distance Computation and Feature Selection.

Fabien Carmagnac, Pierre Héroux, Éric Trupin

Proceedings of the Pattern Recognition in Information Systems, 2003

2002

A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling.

Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Éric Trupin, Jean-Marc Ogier

Proceedings of the Structural, 2002

2000

Structural Classification for Retrospective Conversion of Documents.

Pierre Héroux, Éric Trupin, Yves Lecourtier

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

1998

A Structural Classifier to Automatically Identify Form Classes.

Pierre Héroux, Sébastien Diana, Éric Trupin, Yves Lecourtier

Proceedings of the Advances in Pattern Recognition, 1998

Classification method study for automatic form class identification.

Pierre Héroux, Sébastien Diana, Arnaud Ribert, Éric Trupin

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998