La majeure partie de mes publications est accessible sous HAL.

Citations sur google scholar.

Articles en revue internationale

Aldo Moscatelli, Jason Piquenot, Maxime Bérar, Pierre Héroux, Sébastien Adam, Graph Node Matching for Edit Distance, Pattern Recognition Letters, Vol. 184, pp. 14-20, 2024,DOI.

Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoît Gaüzère, Paul Honeine, Sébastien Adam, Symbols Detection and Classification using Graph Neural Networks, Pattern Recognition Letters, Vol 152, pp. 391-397, 2021, HAL, DOI.

Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoît Gaüzère, Sébastien Adam, Laurent Joubert, Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach, Journal of Computational Chemistry, Vol 41(24), pp. 2124-2136, 2020, DOI.

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, Journal Of Imaging, Vol 4(8), 2018, HAL, DOI.

Thanh Nam Le, Muhammad Muzzamil Luqman, Anjan Dutta, Pierre Héroux, Christophe Rigaud, Clément Guérin, Pasquale Foggia, Jean-Christophe Burie, Jean-Marc Ogier, Josep Llados, Sébastien Adam, Subgraph spotting in graph representations of comic book images, Pattern Recognition Letters, Vol. 112, pp. 118-124, 2018, HAL, DOI.

Zeina Abu-Aisheh, Benoît Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam, Graph edit distance contest 2016: Results and future challenges, Pattern Recognition Letters, Vol. 100 pp. 96-103, 2017, HAL, DOI

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam, New binary linear programming formulation to compute the graph edit distance, Pattern Recogntion, Volume 72, pp. 254-265, 2017, HAL, DOI

Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot, Texture feature benchmarking and evaluation for historical document image analysis, International Journal on Document Analysis and Recognition, Vol. 20, number 1, pp. 1-35, 2017, HAL, DOI

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot, A Texture-based Pixel Labelling Approach for Historical Books, Pattern Analysis and Applications, Vol. 20. number 2, pp. 325-364, 2017, HAL, DOI

Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam, Minimum Cost Subgraph Matching Using a Binary Linear Program, Pattern Recognition Letters, 2016, HAL, DOI

Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Y. Lecourtier, An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawing, Pattern Recognition, Volume 45, Issue 12, pp. 4214-4224, 2012, HAL, DOI

Romain Raveaux, Sébastien Adan, Pierre Héroux, Eric Trupin, Learning graph prototypes for shape recognition, Computer Vision and Image Understanding, Volume 115, Issue 7, pp. 905-918. July 2011, HAL, DOI

Eugen Barbu, Pierre Héroux, Sébastien Adam, Eric Trupin, Frequent Graph Discovery: Application to Line Drawing Document Images, Electronic Letters on Computer Vision and Image Analysis, Vol. 5, number 2, pp. 47-57, 2005. HAL, ELCVIA

Articles en revue nationale

Eugen Barbu, Pierre Héroux, Sébastien Adam et Eric Trupin, Fouille de graphes et découverte de règles d’association : application à l’analyse d’images de document, Revue Nouvelles Technologies de l’Information, pp. 463-468, 2005. HAL

Articles en conférences internationales avec actes

Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Florian Yger, Sébastien Adam, 3-WL GNNs for Metric Learning on Graphs, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2025.

Jason Piquenot, Maxime Bérar Romain Raveaux, Pierre Héroux, Jean-Yves Ramel, Sébastien Adam, Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer Approach, Thirteenth International Conference on Learning Representations, 2025.OpenReview.

Jason Piquenot, Louisa Bouzidi, Maxime Bérar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam, Grammatical Path Network : You want cycles, paths is all you need, Learning on Graphs, 2024, OpenReview.

Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam, G²N² : Weisfeiler and Lehman go grammatical, Twelfth International Conference on Learning Representations, 2024, OpenReview.

Muhammet Balcilar, Pierre Héroux, Benoit Gauzere, Pascal Vasseur, Sébastien Adam, Paul Honeine, Breaking the limits of message passing graph neural networks, Proceedings of the 38th International Conference on Machine Learning, PMLR 139:599-608, 2021. PDF.

Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine, Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective, International Conference on Learning Representations, 2020. HAL, OpenReview,PDF.

Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine, Spectral-designed depthwise separable graph neural networks, Proceedings of Thirty-seventh International Conference on Machine Learning (ICML 2020), Workshop on Graph Representation Learning and Beyond, 2020, HAL.

Guillaume Renton, Pierre Héroux, Benoît Gaüzère, Sébastien Adam, Graph Neural Network for Symbol Detection on Document Images, Proceedings of the 2019 International Conference on Document Analysis and Recognition Workshops, pages 62–67, 2019, HAL.

Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, and Bill Barrett. ICDAR2019 Competition on Historical Book Analysis – HBA2019. In Proceedings of the 15th International Conference on Document Analysis and Recognition, pages 1488–1493, 2019, HAL.

Maroua Mehri, Pierre Héroux, Julien Lerouge, Rémy Mullot, Page Retrieval System in Digitized Historical Books Based on Error-tolerant Subgraph Matching, Prodeedings of the 14th IAPR International Conference on Document Analysis and Recogntion, pp. 1168-1173, 2017.HAL.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam, Exact Graph Edit Distance Computation Using a Binary Linear Program, Structural, Syntactic, and Statistical Pattern Recognition, Proceedings of the Joint International Workshop on Statistical, Syntactic and Structural Pattern Recognition, Lecture Notes in Computer Science, Vol. 10029, pp. 485-495, 2016, HAL, DOI

Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain d’Andecy, One-Shot Field Spotting on Colored Forms Using Subgraph Isomorphism, Proceedings of the 13th International Conference on Document Analysis and Recognition, pp. 586-590, 2015, HAL, DOI

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, Proceedings of the 13th International Conference on Document Analysis and Recognition, pp. 226-230, 2015, HAL, DOI

Maroua Mehri, Pierre Héroux, Julien Lerouge, Petra Gomez-Krämer, Remy Mullot, A Structural Signature Based on Texture for Digitized Historical Book Page Categorization, Proceedings of the 13th International Conference on Document Analysis and Recognition, pp. 116-120, 2015, HAL, DOI

Maroua Mehri, Pierre Héroux, Nabil Sliti, Petra Gomez-Krämer, Najoua Essoukri Ben Amara, Rémy Mullot, Extraction of Homogeneous Regions in Historical Document Images, Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), pp. 47-54, 2015, HAL, DOI

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, Proceedings of SPIE Document Recognition and Retrieval (DRR-XXII), 2015, HAL, DOI

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, Proceedings of the IAPR International Conference on Pattern Recogntion, pp. 2885-2890, 2014, HAL, DOI

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot, A Pixel Labelling Framework for Comparing Texture Features : Application to Digitized Ancient Books, Proceedings of the International Conference on Pattern Recognition Applications and Methods, pp. 553-560, 2014, HAL, DOI

Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer,Alain Boucher, Rémy Mullot, A Pixel Labeling Approach for Historical Digitized Books, Proceedings of the International Conference on Document Analysis and Recognition, pp. 817-821, 2013. HAL, DOI

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Rémy Mullot, Old document image segmentation using the autocorrelation function and multiresolution analysis, Proceedings of the 20th SPIE Conference on Document Recognition and Retrieval, 2013. HAL, DOI

Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel: Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. Proceedings of the International Conference on Document Analysis and Recognition, pp. 1320-1324, 2009. HAL, DOI

Nicolas Sidère, Pierre Héroux, Jean-Yves Ramel, Vector Representation of Graphs: Application to the Classification of Symbols and Letters. Proceedings of the International Conference on Document Analysis and Recognition, pp. 681-685, 2009. HAL, DOI

Nicolas Sidère, Pierre Héroux, Jean-Yves Ramel, A Vectorial Representation for the Indexation of Structural Informations, in Structural, Syntactic, and Statistical Pattern Recognition, Lecture Notes in Computer Science, Vol. 5342, Niels da Vitoria Lobo, Takis Kasparis, Fabio Roli, James Kwok, Mickael Georgiopoulos, Georgios Anagnostopoulos, Georgios and Marco Loog Eds. pp. 45-54, 2008. HAL, DOI.

Pierre Héroux, Eugen Barbu, Sébastien Adam, Eric Trupin, Automatic Ground-truth Generation for Document Image Analysis and Understanding, Proceedings of the 9th International Conference on Document Analysis and Recognition, pp. 476-480, 2007. HAL, DOI

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Eric Trupin, Approximation of digital curves using a multi-objective genetic algorithm, Proceedings of the 18th IAPR International Conference on Pattern Recognition, pp. 716-719, 2006. HAL, DOI.

Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Eric Trupin, Graph classification using genetic algorithm and graph probing: Application to symbol recognition, Proceedings of the 18th IAPR International Conference on Pattern Recognition, pp. 296-299, 2006. HAL, DOI

Eugen Barbu, Pierre Héroux, Sébastien Adam, Eric Trupin, Clustering Document Images using Graph Summaries, in Machine Learning and Data Mining in Pattern Recognition, Petra Perner and Atsushi Imiya (Eds.), Serie: Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence, Proceedings Conference MLDM 2005, Springer Verlag, ISBN: 3-540-26923-1, pp. 194-202, 2005. HAL, DOI.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Eric Trupin, Clustering Document Images using a Bag of Symbols Representation, International Conference on Document Analysis and Recognition, pp. 1216-1220.2005. HAL, DOI.

Fabien Carmagnac, Pierre Héroux et Eric Trupin, Distance Based Strategy for Supervised Document Image Classification, Structural, Syntactic, and Statistical Pattern Recognition, Proceedings of the Joint IAPR Workshops SPR’04 et SSPR’04, Lecture Notes in Computer Science, Vol. 3138, A. Fred, T. Caelli, R. P. W. Duin, A. Campilho and D. d. Ridder eds., Springer, ISBN: 3-540-22570-6, pp. 894-902, 2004. HAL, DOI.

Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Eric Trupin and Jean-Marc Ogier, A Statistical and Structural Approach for Symbol Recognition Using XML Modelling, Structural, Syntactic, and Statistical Pattern Recognition, Proceedings of the Joint IAPR International Workshops SSPR 2002 and SPR 2002, Lecture Notes in Computer Sciences, Vol. 2396, T. Caelli, A. Amin, R. P. W. Duin, M. Kamel and D. d. Ridder eds., Springer, ISBN: 3-540-44011-9, pp. 281-290, 2002. HAL, DOI.

Pierre Héroux, Eric Trupin and Yves Lecourtier, Structural Classification for Retrospective Conversion of Documents, Advances in Pattern Recognition, Proceedings of the Joint IAPR Workshops SPR 2000 and SSPR 2000, Lecture Notes in Computer Science, Vol. 1876, F. J. Ferry, J. M. Inesta, A. Amin, P. Pudil eds., Springer, ISBN: 3-540-67946-4, pp. 154-162, 2000. HAL, DOI.

Pierre Héroux, Sébastien Diana, Eric Trupin and Yves Lecourtier, A Structural Classifier to Automatically Identify Form Classes, Advances in Pattern Recognition, Proceedings of the Joint IAPR Workshops SPR 1998 and SSPR 1998, Lecture Notes in Computer Science, Vol. 1451, A. Amin, D. Dori, P. Pudil and H. Freeman eds., Springer, ISBN: 3-540-64858-5,pp. 429-436, 1998. HAL, DOI.

Pierre Héroux, Sébastien Diana, Arnaud Ribert and Eric Trupin, Classification Method Study for Automatic Form Class Identification, 14th IAPR International Conference on Pattern Recognition, pp. 926-928, 1998. HAL, DOI.

Articles dans des workshops internationaux avec actes

Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot, A structural method based on texture for ancient document image analysis, Doctoral Consortium of the International Conference on Document Analysis and Recognition, 2015. HAL

Maroua Mehri, Nibal Nayef, Pierre Héroux, Petra Gomez-Krämer, Rémy Mullot, Learning Texture Features for Enhancement and Segmentation of Historical Document Images, Proceedings of the International Workshop on Historical Document Imaging and Processing, pp.47-54, 2015, HAL

Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam, GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism, in Graph-Based Representations in Pattern Recognition, Lecture Notes in Computer Science, Vol. 9069, Springer, pp. 128-137, 2015, HAL, DOI

Maroua Mehri, Van Couong Kieu, Mohamed Mhiri, Pierre Héroux, Petra Gomez-Krämer, Mohamed Ali Mahjoub, Rémy Mullot, Robustness Assessment of Texture Features for the Segmentation of Ancient Documents, Proceedings of the IAPR International Workshop on Document Analysis Systems, pp. 293-297, 2014, HAL, DOI

Pierre Héroux, Pierre Le Bodic, Sébastien Adam, Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism, in Graphics Recognition, current trends and challenges, IAPR International Workshop on Graphics Recognition, pp. 240-251, 2014. HAL, DOI

Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot, Texture feature evaluation for segmentation of historical document images, Proceedings of the International Workshop on Historical Document Image Processing, pp. 102-109, 2013, HAL, DOI

Mickaël Coustaty, Nicolas Sidère, Jean-Marc Ogier, Pierre Héroux, Jean-Yves Ramel, Hassan Chouaib, Nicole Vincent, Salim Jouili, Salvatore Tabbone, Content-Based Old Documents Indexing, Eight International Workshop on Graphics Recognition – GREC 2009, pp. 217-223, 2009. HAL

Nicolas Sidère, Pierre Héroux, Jean-Yves Ramel, Embedding labeled graphs into occurrence matrix, IAPR 8th International Workshop on Graphics Recognition – GREC 2009, pp. 44-50, 2009. HAL.

Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Eric Trupin, A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition, in Graph-Based Representations in Pattern Recognition, 6th IAPR-TC-15 International Workshop GbRPR 2007, Lecture Notes in Computer Science Vol. 4538, Francisco Escolano and Mario Vento Eds., Springer, ISBN: 978-3-540-72902-0, pp. 361-370, 2007. HAL, DOI.

Hervé Locteau, Sébastien Adam, Eric Trupin, Jacques Labiche, Pierre Héroux, Symbol Spotting Using Full Visibility Graph Representation, Seventh IAPR Workshop on Graphics Recognition, 2007. HAL.

Eugen Barbu, Clement Chatelain, Sébastien Adam, Pierre Héroux, Eric Trupin, A Simple One Class Classifier with Rejection Strategy: Application to Symbol Classification, Seventh IAPR Workshop on Graphics Recognition, 2007. HAL.

Eugen Barbu, Pierre Héroux, Sébastien Adam and E. Trupin, Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases, in Graphics Recognition. Ten Years Review and Future Perspectives, revised selected papers from the sixth IAPR Internal Workshop on Graphics Recognition, Lecture Notes in Computer Science, vol. 3926, Wenyin Liu and Josep Llados Eds., pp. 195-205, 2006. HAL, DOI.

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux and Eric Trupin, Polygonal Approximation of Digital Curves Using a Multi-Objective Genetic Algorithm, in Graphics Recognition. Ten Years Review and Future Perspectives, revised selected papers from the sixth IAPR Internal Workshop on Graphics Recognition, Lecture Notes in Computer Science, vol. 3926, Wenyin Liu and Josep Llados Eds., pp. 300-311, 2006. HAL, DOI.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Eric Trupin, Indexation of Document Images using Frequent Items, Proceedings of the International Workshop on Pattern Recognition in Information System, pp.164-173, 2005. HAL.

Fabien Carmagnac, Pierre Héroux and Eric Trupin, Multi View HAC for Semi-Supervised Document Image Classification, 6th IAPR International Workshop on Document Analysis Systems, Lecture Notes in Computer Science Vol. 3163, S. Marinai and A. Dengel eds, Springer, ISBN: 3-540-23060-2, pp. 191-200, 2004. HAL, DOI.

Eric Clavier, Pierre Héroux, Joël Gardes and Eric Trupin, Ground-Truth Production and Benchmarking Scenarios Creation With DocMining, Third International Workshop on Document Layout Interpretation and its Application, pp. 31-35, 2003. HAL.

Fabien Carmagnac, Pierre Héroux and Eric Trupin, A Document Image Classification Strategy Based on Distance Computation and Feature Selection, 3rd International Workshop on Pattern Recognition in Information Systems, pp. 179-184, 2003. HAL.

Eric Trupin, Jean-Marc Ogier, Sébastien Adam and Pierre Héroux, Navigation into Technical Documents, Fourth IAPR International Workshop on Graphic Recognition, pp. 27-34, 2001.

Pierre Héroux, Eric Trupin and Yves Lecourtier, Modelisation and Classification for Retrospective Conversion of Documents, IAPR International Workshop on Document Analysis Systems, pp 99-108, 2000. HAL.

Pierre Héroux, Eric Trupin and Yves Lecourtier, A Strategy for Retrospective Conversion of Documents, International Conference on Artificial and Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications, pp. 152-157, 2000. HAL.

Articles en conférences nationales avec actes

Guillaume Renton, Benoît Gaüzère, Pierre Héroux, Sébastien Adam, Apprentissage profond pour l’approximation d’une distance d’édition entre graphes, Actes de la Conférence sur l’Apprentissage Automatique, 2018, HAL.

Maroua Mehri, Pierre Héroux, Mickael Coustaty, Petra Gomez-Krämer, Julien Lerouge, Rémy Mullot, Reconnaissance et classification de lettrines à base des descripteurs de bas niveau et de représentation structurelle, actes du Colloque International Francophone sur l’Écrit et le Document, pp. 465-480, 2016. HAL

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. actes du Colloque International Francophone sur l’Écrit et le Document, pp. 381-396, 2016. HAL

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, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 25-40, 2014. HAL

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, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 41-56, 2014. HAL

Maroua Hammami, Pierre Héroux, Sébastien Adam, Extraction de zones informatives dans des images de formulaire en couleur, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 171-184, 2014. HAL.

Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Hervé Locteau, Jean-Noël Bilong Mboumba, Yves Lecourtier, Programmation linéaire en nombres entiers pour la recherche d’isomorphisme de sous-graphe : Application à la recherche de symboles graphiques, Actes du Colloque International Francophone sur l’Ecrit et le Document, 153-168, 2010. HAL

Nicolas Sidère, Pierre Héroux, Jean-Yves Ramel, Représentation vectorielle pour l’indexation d’informations structurelles, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 19-24, 2008. HAL.

Romain Raveaux, Eugen Barbu, Sébastien Adam, Pierre Héroux, Eric Trupin, Graphes prototypes vs. graphe médian généralisé pour la classification de données structurées, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 37-42, 2008. HAL.

Pierre Le Bodic, Sébastien Adam, Pierre Héroux, Arnaud Knippel, Yves Lecourtier, Formulations linéaires en nombres entiers pour des problèmes d’isomorphisme exact et inexact, Actes des Journées Polyèdres et Optimisation Combinatoire, pp. 59-62, 2008, HAL.

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Eric Trupin, Approximation de courbes par algorithme génétique multi-objectif, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 37-42, 2006. HAL.

Pierre Héroux, Eugen Barbu, Sébastien Adam, Eric Trupin, Production de vérité terrain pour l’analyse et l’interprétation d’images de document, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 67-72, 2006. HAL.

Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Eric Trupin, Classification de graphes par algorithmes génétiques et signatures de graphes. Application à la reconnaissance de symboles, Actes du Colloque International Francophone sur l’Ecrit et le Document, pp. 151-156, 2006. HAL.

Hervé Locteau, Sébastien Adam, Eric Trupin, Jacques Labiche, Pierre Héroux, Reconnaissance de symboles guidée par une modélisation basée sur les graphes de régions adjacentes, Actes du Colloque International Francophone sur l’Ecrit et le Document, 2006.HAL.

Eugen Barbu, Pierre Héroux, Eric Trupin, Classification non supervisée hiérarchique incrémentale basée sur le calcul de dissimilarités, Comptes rendus des 12èmes rencontres de la Société Francophone de Classification, pp. 51-54, 2005. HAL.

Hervé Locteau, Sébastien Adam, Eric Trupin, Jacques Labiche et Pierre Héroux, Détection d’arc de cercle par comparaison de tracé théorique de Bresenham, Colloque International Francophone sur l’Ecrit et le Document, pp. 285-290, 2004. HAL.

Eric Clavier, Sébastien Adam, Pierre Héroux, Maurizio Rigamonti et Jean-Marc Ogier, Docmining – Une plate-forme de conception de systèmes d’analyse de document, Colloque International Francophone sur l’Ecrit et le Document, pp. 97-102, 2004. HAL.

Fabien Carmagnac, Pierre Héroux et Eric Trupin, Une stratégie originale de classification basée sur le calcul de distances avec sélection de caractéristiques : application à la classification d’images de documents, 14ème congrès francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, pp. 1293-1302, 2004.

Fabien Carmagnac, Pierre Héroux et Eric Trupin, Classification supervisée d’images de document et contraintes industrielles, Colloque International Francophone sur l’Ecrit et le Document, pp. 131-136, 2004. HAL.

Fabien Carmagnac, Pierre Héroux et Eric Trupin, Classification semi-supervisée basée sur des algorithmes de CAH multi-métriques, Colloque International Francophone sur l’Ecrit et le Document, pp. 137-142, 2004. HAL.

Eugen Barbu, Pierre Héroux, Sébastien Adam et Eric Trupin, Découverte de motifs fréquents – Application à l’analyse de documents graphiques, Colloque International Francophone sur l’Ecrit et le Document, pp. 143-148, 2004. HAL.

Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Eric Trupin, Jean-Marc Ogier, Une approche statistico-structurelle pour la reconnaissance des symboles exploitant une représentation XML des données, Colloque International Francophone sur l’Ecrit et le Document, pp. 121-128, 2002. HAL.

Pierre Héroux, Eric Tripin et Yves Lecourtier, Modélisation et classification pour la rétroconversion des documents, Colloque International Francophone sur l’Ecrit et le Document, pp. 413-421, 2000. HAL.

Pierre Héroux, Eric Trupin et Yves Lecourtier, Une stratégie pour la rétroconversion des documents, 12ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle, pp. 419-426, 2000. HAL.

Pierre Héroux, Eric Trupin et Yves Lecourtier, Une méthodologie pour la rétroconversion des documents papier vers un format électronique, Conférence International sur le Document Electronique, pp. 251-262, 1999. HAL.

Pierre Héroux, Sébastien Diana, Arnaud Ribert et Eric Trupin, Etude de méthodes de classification pour l’identification automatique de formulaires, Colloque International Francophone sur l’Ecrit et le Document, pp. 463-472, 1998.

Sébastien Diana, Pierre Héroux, Eric Trupin et Yves Lecourtier, Structuration de l’information pour l’identification de type et l’indexation de formulaires, Conférence Internationale sur le Document Electronique, pp. 141-152, 1998. Editeur.