Pierre Héroux

68 papers A* 4A 10B 4C 1Journal 17Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach. ICLR Jason Piquenot, Maxime Berar, Romain Raveaux, Pierre Héroux, Jean-Yves Ramel, Sébastien Adam
2025	—	`conf`	Grammatical Path Network: Unveiling Cycles Through Path Computation. GbRPR Jason Piquenot, Louisa Bouzidi, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
2025	—	`conf`	Graph Neural Network Based on Molecular and Pharmacophoric Features for Drug Design Applications. GbRPR Mariana Azevedo, Luc Brun, Pierre Héroux, Jean Luc Lamotte, Ronan Bureau, Alban Lepailleur
2024	J	`jnl`	Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning. CoRR Jason Piquenot, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
2024	A*	`conf`	G2N2 : Weisfeiler and Lehman go grammatical. ICLR Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam
2024	J	`jnl`	Graph node matching for edit distance. Pattern Recognit. Lett. Aldo Moscatelli, Jason Piquenot, Maxime Bérar, Pierre Héroux, Sébastien Adam
2023	J	`jnl`	Technical report: Graph Neural Networks go Grammatical. CoRR Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
2021	A*	`conf`	Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. ICLR Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
2021	A*	`conf`	Breaking the Limits of Message Passing Graph Neural Networks. ICML Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
2021	J	`jnl`	Breaking the Limits of Message Passing Graph Neural Networks. CoRR Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
2021	J	`jnl`	Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam
2020	J	`jnl`	Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. CoRR Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
2020	J	`jnl`	Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach. J. Comput. Chem. Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Laurent Joubert
2019	—	`conf`	Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam
2019	A	`conf`	ICDAR2019 Competition on Historical Book Analysis - HBA2019. ICDAR Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett
2018	J	`jnl`	A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents. J. Imaging Maroua Mehri, Ramzi Chaieb, Karim Kalti, Pierre Héroux, Rémy Mullot, Najoua Essoukri Ben Amara
2018	J	`jnl`	Subgraph spotting in graph representations of comic book images. Pattern Recognit. Lett. 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
2017	J	`jnl`	A texture-based pixel labeling approach for historical books. Pattern Anal. Appl. Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot
2017	J	`jnl`	Graph edit distance contest: Results and future challenges. Pattern Recognit. Lett. Zeina Abu-Aisheh, Benoit Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam
2017	—	`conf`	HBA 1.0: A Pixel-based Annotated Dataset for Historical Book Analysis. HIP@ICDAR Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett
2017	J	`jnl`	New binary linear programming formulation to compute the graph edit distance. Pattern Recognit. Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2017	A	`conf`	Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. ICDAR Maroua Mehri, Pierre Héroux, Julien Lerouge, Rémy Mullot
2017	J	`jnl`	Texture feature benchmarking and evaluation for historical document image analysis. Int. J. Document Anal. Recognit. Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot
2016	—	`conf`	Exact Graph Edit Distance Computation Using a Binary Linear Program. S+SSPR Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2016	—	`conf`	Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe. CORIA-CIFED Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
2016	J	`jnl`	Minimum cost subgraph matching using a binary linear program. Pattern Recognit. Lett. Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam
2016	—	`conf`	Reconnaissance et classification de lettrines à base des descripteurs de bas niveau et de représentation structurelle. CORIA-CIFED Maroua Mehri, Pierre Héroux, Mickaël Coustaty, Petra Gomez-Krämer, Julien Lerouge, Rémy Mullot
2015	A	`conf`	A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification. ICDAR Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Mickaël Coustaty, Julien Lerouge, Rémy Mullot
2015	A	`conf`	A structural signature based on texture for digitized historical book page categorization. ICDAR Maroua Mehri, Pierre Héroux, Julien Lerouge, Petra Gomez-Krämer, Rémy Mullot
2015	—	`conf`	Extraction of Homogeneous Regions in Historical Document Images. VISAPP (3) Maroua Mehri, Pierre Héroux, Nabil Sliti, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot
2015	—	`conf`	GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. GbRPR Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam
2015	J	`jnl`	Graph edit distance : a new binary linear programming formulation. CoRR Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2015	—	`conf`	Learning Texture Features for Enhancement and Segmentation of Historical Document Images. HIP@ICDAR Maroua Mehri, Nibal Nayef, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot
2015	A	`conf`	One-shot field spotting on colored forms using subgraph isomorphism. ICDAR Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
2015	—	`conf`	Use of SLIC superpixels for ancient document image enhancement and segmentation. DRR Maroua Mehri, Nabil Sliti, Pierre Héroux, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot
2014	—	`conf`	"Étude comparative de trois ensembles de descripteurs de texture pour la segmentation de documents anciens". CORIA-CIFED Maroua Mehri, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
2014	C	`conf`	A Pixel Labeling Framework for Comparing Texture Features Application to Digitized Ancient Books. ICPRAM Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot
2014	—	`conf`	Extraction de zones informatives dans des images de formulaire en couleur. CORIA-CIFED Maroua Hammami, Pierre Héroux, Sébastien Adam
2014	B	`conf`	Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents. ICPR Maroua Mehri, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
2014	B	`conf`	Robustness Assessment of Texture Features for the Segmentation of Ancient Documents. Document Analysis Systems Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
2014	—	`conf`	Évaluation de la robustesse des descripteurs de texture pour la segmentation des images de documents anciens. CORIA-CIFED Maroua Mehri, Van Cuong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot
2013	A	`conf`	A Pixel Labeling Approach for Historical Digitized Books. ICDAR Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Alain Boucher, Rémy Mullot
2013	—	`conf`	Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. GREC Pierre Héroux, Pierre Le Bodic, Sébastien Adam
2013	—	`conf`	Old document image segmentation using the autocorrelation function and multiresolution analysis. DRR Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Rémy Mullot
2013	—	`conf`	Texture feature evaluation for segmentation of historical document images. HIP@ICDAR Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot
2012	J	`jnl`	An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings. Pattern Recognit. Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier
2011	J	`jnl`	Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin
2009	A	`conf`	Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. ICDAR Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel
2009	A	`conf`	Vector Representation of Graphs: Application to the Classification of Symbols and Letters. ICDAR Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel
2008	—	`conf`	A Vectorial Representation for the Indexation of Structural Informations. SSPR/SPR Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel
2007	—	`conf`	A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition. GbRPR Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
2007	A	`conf`	Automatic Ground-truth Generation for Document Image Analysis and Understanding. ICDAR Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin
2006	—	`conf`	Approximation of Digital Curves using a Multi-Objective Genetic Algorithm. ICPR (2) Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
2006	—	`conf`	Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition. ICPR (3) Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
2005	—	`conf`	Clustering Document Images Using Graph Summaries. MLDM Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	A	`conf`	Clustering document images using a bag of symbols representation. ICDAR Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	—	`conf`	Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document. EGC Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	—	`conf`	Indexation of Document Images Using Frequent Items. PRIS Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	—	`conf`	Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm. GREC Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
2005	—	`conf`	Symbol Recognition Combining Vectorial and Statistical Features. GREC Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux
2005	—	`conf`	Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. GREC Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2004	—	`conf`	Distance Based Strategy for Supervised Document Image Classification. SSPR/SPR Fabien Carmagnac, Pierre Héroux, Éric Trupin
2004	B	`conf`	Multi-view hac for Semi-supervised Document Image Classification. Document Analysis Systems Fabien Carmagnac, Pierre Héroux, Éric Trupin
2003	—	`conf`	A Document Image Classification Strategy Based on Distance Computation and Feature Selection. PRIS Fabien Carmagnac, Pierre Héroux, Éric Trupin
2002	—	`conf`	A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. SSPR/SPR Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Éric Trupin, Jean-Marc Ogier
2000	—	`conf`	Structural Classification for Retrospective Conversion of Documents. SSPR/SPR Pierre Héroux, Éric Trupin, Yves Lecourtier
1998	—	`conf`	A Structural Classifier to Automatically Identify Form Classes. SSPR/SPR Pierre Héroux, Sébastien Diana, Éric Trupin, Yves Lecourtier
1998	B	`conf`	Classification method study for automatic form class identification. ICPR Pierre Héroux, Sébastien Diana, Arnaud Ribert, Éric Trupin