Classification method study for automatic form class identification. - Pierre Héroux; Sébastien Diana; Arnaud Ribert; Éric Trupin (ICPR, 1998)

A Structural Classifier to Automatically Identify Form Classes. - Pierre Héroux; Sébastien Diana; Éric Trupin; Yves Lecourtier (SSPR/SPR, 1998)

Structural Classification for Retrospective Conversion of Documents. - Pierre Héroux; Éric Trupin; Yves Lecourtier (SSPR/SPR, 2000)

A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. - Mathieu Delalandre; Pierre Héroux; Sébastien Adam; Éric Trupin; Jean-Marc Ogier (SSPR/SPR, 2002)

A Document Image Classification Strategy Based on Distance Computation and Feature Selection. - Fabien Carmagnac; Pierre Héroux; Éric Trupin (PRIS, 2003)

Multi-view hac for Semi-supervised Document Image Classification. - Fabien Carmagnac; Pierre Héroux; Éric Trupin (Document Analysis Systems, 2004)

Distance Based Strategy for Supervised Document Image Classification. - Fabien Carmagnac; Pierre Héroux; Éric Trupin (SSPR/SPR, 2004)

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 (EGC, 2005)

Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. - Eugen Barbu; Pierre Héroux; Sébastien Adam; Éric Trupin (GREC, 2005)

Symbol Recognition Combining Vectorial and Statistical Features. - Hervé Locteau; Sébastien Adam; Éric Trupin; Jacques Labiche; Pierre Héroux (GREC, 2005)

Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm. - Hervé Locteau; Romain Raveaux; Sébastien Adam; Yves Lecourtier; Pierre Héroux; Éric Trupin (GREC, 2005)

Clustering document images using a bag of symbols representation. - Eugen Barbu; Pierre Héroux; Sébastien Adam; Éric Trupin (ICDAR, 2005)

Clustering Document Images Using Graph Summaries. - Eugen Barbu; Pierre Héroux; Sébastien Adam; Éric Trupin (MLDM, 2005)

Indexation of Document Images Using Frequent Items. - Eugen Barbu; Pierre Héroux; Sébastien Adam; Éric Trupin (PRIS, 2005)

Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition. - Eugen Barbu; Romain Raveaux; Hervé Locteau; Sébastien Adam; Pierre Héroux; Éric Trupin (ICPR (3), 2006)

Approximation of Digital Curves using a Multi-Objective Genetic Algorithm. - Hervé Locteau; Romain Raveaux; Sébastien Adam; Yves Lecourtier; Pierre Héroux; Éric Trupin (ICPR (2), 2006)

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 (GbRPR, 2007)

Automatic Ground-truth Generation for Document Image Analysis and Understanding. - Pierre Héroux; Eugen Barbu; Sébastien Adam; Éric Trupin (ICDAR, 2007)

A Vectorial Representation for the Indexation of Structural Informations. - Nicolas Sidere; Pierre Héroux; Jean-Yves Ramel (SSPR/SPR, 2008)

Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. - Pierre Le Bodic; Hervé Locteau; Sébastien Adam; Pierre Héroux; Yves Lecourtier; Arnaud Knippel (ICDAR, 2009)

Vector Representation of Graphs: Application to the Classification of Symbols and Letters. - Nicolas Sidere; Pierre Héroux; Jean-Yves Ramel (ICDAR, 2009)

Learning graph prototypes for shape recognition. - Romain Raveaux; Sébastien Adam; Pierre Héroux; Éric Trupin (Comput. Vis. Image Underst., 2011)

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)

Old document image segmentation using the autocorrelation function and multiresolution analysis. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Rémy Mullot (DRR, 2013)

Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. - Pierre Héroux; Pierre Le Bodic; Sébastien Adam (GREC, 2013)

Texture feature evaluation for segmentation of historical document images. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Alain Boucher; Rémy Mullot (HIP@ICDAR, 2013)

A Pixel Labeling Approach for Historical Digitized Books. - Maroua Mehri; Pierre Héroux; Petra Gomez-Krämer; Alain Boucher; Rémy Mullot (ICDAR, 2013)

Extraction de zones informatives dans des images de formulaire en couleur. - Maroua Hammami; Pierre Héroux; Sébastien Adam (CORIA-CIFED, 2014)

Évaluation de la robustesse des descripteurs de texture pour la segmentation des images de documents anciens. - Maroua Mehri; Van Cuong Kieu; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (CORIA-CIFED, 2014)

"Étude comparative de trois ensembles de descripteurs de texture pour la segmentation de documents anciens". - Maroua Mehri; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (CORIA-CIFED, 2014)

Robustness Assessment of Texture Features for the Segmentation of Ancient Documents. - Maroua Mehri; Van Cuong Kieu; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (Document Analysis Systems, 2014)

Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents. - Maroua Mehri; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (ICPR, 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 (ICPRAM, 2014)

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 (DRR, 2015)

GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. - Julien Lerouge; Pierre Le Bodic; Pierre Héroux; Sébastien Adam (GbRPR, 2015)

One-shot field spotting on colored forms using subgraph isomorphism. - Maroua Hammami; Pierre Héroux; Sébastien Adam; Vincent Poulain D'Andecy (ICDAR, 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 (ICDAR, 2015)

A structural signature based on texture for digitized historical book page categorization. - Maroua Mehri; Pierre Héroux; Julien Lerouge; Petra Gomez-Krämer; Rémy Mullot (ICDAR, 2015)

Learning Texture Features for Enhancement and Segmentation of Historical Document Images. - Maroua Mehri; Nibal Nayef; Pierre Héroux; Petra Gomez-Krämer; Rémy Mullot (HIP@ICDAR, 2015)

Extraction of Homogeneous Regions in Historical Document Images. - Maroua Mehri; Pierre Héroux; Nabil Sliti; Petra Gomez-Krämer; Najoua Essoukri Ben Amara; Rémy Mullot (VISAPP (3), 2015)

Graph edit distance : a new binary linear programming formulation. - Julien Lerouge; Zeina Abu-Aisheh; Romain Raveaux; Pierre Héroux; Sébastien Adam (CoRR, 2015)

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 (CORIA-CIFED, 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 (CORIA-CIFED, 2016)

Exact Graph Edit Distance Computation Using a Binary Linear Program. - Julien Lerouge; Zeina Abu-Aisheh; Romain Raveaux; Pierre Héroux; Sébastien Adam (S+SSPR, 2016)

Minimum cost subgraph matching using a binary linear program. - Julien Lerouge; Maroua Hammami; Pierre Héroux; Sébastien Adam (Pattern Recognit. Lett., 2016)

Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. - Maroua Mehri; Pierre Héroux; Julien Lerouge; Rémy Mullot (ICDAR, 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 (HIP@ICDAR, 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)

A texture-based pixel labeling approach for historical books. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Alain Boucher; Rémy Mullot (Pattern Anal. Appl., 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)

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)

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)

Subgraph spotting in graph representations of comic book images. - Thanh Nam Le 001; Muhammad Muzzamil Luqman; Anjan Dutta 001; Pierre Héroux; Christophe Rigaud; Clément Guérin; Pasquale Foggia; Jean-Christophe Burie; Jean-Marc Ogier; Josep Lladós 001; Sébastien Adam (Pattern Recognit. Lett., 2018)

ICDAR2019 Competition on Historical Book Analysis - HBA2019. - Maroua Mehri; Pierre Héroux; Rémy Mullot; Jean-Philippe Moreux; Bertrand Coüasnon; Bill Barrett (ICDAR, 2019)

Graph Neural Network for Symbol Detection on Document Images. - Guillaume Renton; Pierre Héroux; Benoit Gaüzère; Sébastien Adam (GREC@ICDAR, 2019)

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)

Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach. - Guillaume Hoffmann 002; Muhammet Balcilar; Vincent Tognetti; Pierre Héroux; Benoit Gaüzère; Sébastien Adam; Laurent Joubert (J. Comput. Chem., 2020)

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. - Muhammet Balcilar; Guillaume Renton; Pierre Héroux; Benoit Gaüzère; Sébastien Adam; Paul Honeine (ICLR, 2021)

Breaking the Limits of Message Passing Graph Neural Networks. - Muhammet Balcilar; Pierre Héroux; Benoit Gaüzère; Pascal Vasseur; Sébastien Adam; Paul Honeine (ICML, 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)

Technical report: Graph Neural Networks go Grammatical. - Jason Piquenot; Aldo Moscatelli; Maxime Bérar; Pierre Héroux; Jean-Yves Ramel; Romain Raveaux; Sébastien Adam (CoRR, 2023)

G2N2 : Weisfeiler and Lehman go grammatical. - Jason Piquenot; Aldo Moscatelli; Maxime Berar; Pierre Héroux; Romain Raveaux; Jean-Yves Ramel; Sébastien Adam (ICLR, 2024)

Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning. - Jason Piquenot; Maxime Bérar; Pierre Héroux; Jean-Yves Ramel; Romain Raveaux; Sébastien Adam (CoRR, 2024)

Graph node matching for edit distance. - Aldo Moscatelli; Jason Piquenot; Maxime Bérar; Pierre Héroux; Sébastien Adam (Pattern Recognit. Lett., 2024)

Graph Neural Network Based on Molecular and Pharmacophoric Features for Drug Design Applications. - Mariana Azevedo; Luc Brun; Pierre Héroux; Jean Luc Lamotte; Ronan Bureau; Alban Lepailleur (GbRPR, 2025)

Grammatical Path Network: Unveiling Cycles Through Path Computation. - Jason Piquenot; Louisa Bouzidi; Maxime Bérar; Pierre Héroux; Jean-Yves Ramel; Romain Raveaux; Sébastien Adam (GbRPR, 2025)

Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach. - Jason Piquenot; Maxime Berar; Romain Raveaux; Pierre Héroux; Jean-Yves Ramel; Sébastien Adam (ICLR, 2025)