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ORCIDPierre Héroux
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- affiliation: University of Rouen, France
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2020 – today
- 2024
[j12]Aldo Moscatelli, Jason Piquenot
, Maxime Bérar, Pierre Héroux, Sébastien Adam:
Graph node matching for edit distance. Pattern Recognit. Lett. 184: 14-20 (2024)- [c48]Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam:
G2N2 : Weisfeiler and Lehman go grammatical. ICLR 2024 - [i5]Jason Piquenot, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam:
Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning. CoRR abs/2410.01661 (2024) - 2023
- [i4]Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam:
Technical report: Graph Neural Networks go Grammatical. CoRR abs/2303.01590 (2023) - 2021
- [j11]Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam:
Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. 152: 391-397 (2021) - [c47]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 - [c46]Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine:
Breaking the Limits of Message Passing Graph Neural Networks. ICML 2021: 599-608 - [i3]Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine:
Breaking the Limits of Message Passing Graph Neural Networks. CoRR abs/2106.04319 (2021) - 2020
- [j10]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): 2124-2136 (2020) - [i2]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 abs/2003.11702 (2020)
2010 – 2019
- 2019
- [c45]Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam:
Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR 2019: 62-67 - [c44]Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett:
ICDAR2019 Competition on Historical Book Analysis - HBA2019. ICDAR 2019: 1488-1493 - 2018
- [j9]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): 97 (2018) - [j8]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: 118-124 (2018) - 2017
- [j7]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): 1-35 (2017) - [j6]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): 325-364 (2017) - [j5]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: 254-265 (2017) - [j4]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: 96-103 (2017) - [c43]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: 107-112 - [c42]Maroua Mehri, Pierre Héroux, Julien Lerouge, Rémy Mullot:
Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. ICDAR 2017: 1168-1173 - 2016
- [j3]Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam:
Minimum cost subgraph matching using a binary linear program. Pattern Recognit. Lett. 71: 45-51 (2016) - [c41]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: 381-396 - [c40]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: 465-480 - [c39]Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam:
Exact Graph Edit Distance Computation Using a Binary Linear Program. S+SSPR 2016: 485-495 - 2015
- [c38]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: 940205 - [c37]Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam:
GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. GbRPR 2015: 128-137 - [c36]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: 47-54 - [c35]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: 116-120 - [c34]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: 226-230 - [c33]Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy:
One-shot field spotting on colored forms using subgraph isomorphism. ICDAR 2015: 586-590 - [c32]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: 47-54 - [i1]Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam:
Graph edit distance : a new binary linear programming formulation. CoRR abs/1505.05740 (2015) - 2014
- [c31]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: 25-40 - [c30]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: 41-56 - [c29]Maroua Hammami, Pierre Héroux, Sébastien Adam:
Extraction de zones informatives dans des images de formulaire en couleur. CORIA-CIFED 2014: 171-184 - [c28]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: 293-297 - [c27]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: 2885-2890 - [c26]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: 553-560 - 2013
- [c25]Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Rémy Mullot:
Old document image segmentation using the autocorrelation function and multiresolution analysis. DRR 2013: 86580K - [c24]Pierre Héroux, Pierre Le Bodic, Sébastien Adam:
Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. GREC 2013: 240-251 - [c23]Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Alain Boucher, Rémy Mullot:
Texture feature evaluation for segmentation of historical document images. HIP@ICDAR 2013: 102-109 - [c22]Maroua Mehri, Pierre Héroux, Petra Gomez-Krämer, Alain Boucher, Rémy Mullot:
A Pixel Labeling Approach for Historical Digitized Books. ICDAR 2013: 817-821 - 2012
- [j2]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): 4214-4224 (2012) - 2011
- [j1]Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin:
Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. 115(7): 905-918 (2011)
2000 – 2009
- 2009
- [c21]Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel:
Vector Representation of Graphs: Application to the Classification of Symbols and Letters. ICDAR 2009: 681-685 - [c20]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: 1320-1324 - 2008
- [c19]Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel:
A Vectorial Representation for the Indexation of Structural Informations. SSPR/SPR 2008: 45-54 - 2007
- [c18]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: 361-370 - [c17]Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin:
Automatic Ground-truth Generation for Document Image Analysis and Understanding. ICDAR 2007: 476-480 - 2006
- [c16]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: 296-299 - [c15]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: 716-719 - 2005
- [c14]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: 463-468 - [c13]Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux:
Symbol Recognition Combining Vectorial and Statistical Features. GREC 2005: 76-87 - [c12]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. GREC 2005: 195-205 - [c11]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: 300-311 - [c10]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Clustering document images using a bag of symbols representation. ICDAR 2005: 1216-1220 - [c9]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Clustering Document Images Using Graph Summaries. MLDM 2005: 194-202 - [c8]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Indexation of Document Images Using Frequent Items. PRIS 2005: 164-173 - 2004
- [c7]Fabien Carmagnac, Pierre Héroux, Éric Trupin:
Multi-view hac for Semi-supervised Document Image Classification. Document Analysis Systems 2004: 191-200 - [c6]Fabien Carmagnac, Pierre Héroux, Éric Trupin:
Distance Based Strategy for Supervised Document Image Classification. SSPR/SPR 2004: 894-902 - 2003
- [c5]Fabien Carmagnac, Pierre Héroux, Éric Trupin:
A Document Image Classification Strategy Based on Distance Computation and Feature Selection. PRIS 2003: 179-184 - 2002
- [c4]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: 281-290 - 2000
- [c3]Pierre Héroux, Éric Trupin, Yves Lecourtier:
Structural Classification for Retrospective Conversion of Documents. SSPR/SPR 2000: 154-162
1990 – 1999
- 1998
- [c2]Pierre Héroux, Sébastien Diana, Arnaud Ribert, Éric Trupin:
Classification method study for automatic form class identification. ICPR 1998: 926-928 - [c1]Pierre Héroux, Sébastien Diana, Éric Trupin, Yves Lecourtier:
A Structural Classifier to Automatically Identify Form Classes. SSPR/SPR 1998: 429-436
Coauthor Index
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