Analyzing the expressive power of graph neural networks in a spectral perspective M Balcilar, G Renton, P Héroux, B Gaüzère, S Adam, P Honeine International Conference on Learning Representations, 2021 | 187 | 2021 |
Breaking the limits of message passing graph neural networks M Balcilar, P Héroux, B Gauzere, P Vasseur, S Adam, P Honeine International Conference on Machine Learning, 599-608, 2021 | 133 | 2021 |
Bridging the gap between spectral and spatial domains in graph neural networks M Balcilar, G Renton, P Héroux, B Gauzere, S Adam, P Honeine arXiv preprint arXiv:2003.11702, 2020 | 72 | 2020 |
New binary linear programming formulation to compute the graph edit distance J Lerouge, Z Abu-Aisheh, R Raveaux, P Héroux, S Adam Pattern Recognition 72, 254-265, 2017 | 72 | 2017 |
Classification method study for automatic form class identification P Héroux, S Diana, A Ribert, E Trupin Pattern Recognition, 1998. Proceedings. Fourteenth International Conference …, 1998 | 71 | 1998 |
Texture feature benchmarking and evaluation for historical document image analysis M Mehri, P Héroux, P Gomez-Krämer, R Mullot International Journal on Document Analysis and Recognition (IJDAR) 20 (1), 1-35, 2017 | 54 | 2017 |
An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings P Le Bodic, P Héroux, S Adam, Y Lecourtier Pattern Recognition 45 (12), 4214-4224, 2012 | 46 | 2012 |
Graph edit distance contest: Results and future challenges Z Abu-Aisheh, B Gaüzere, S Bougleux, JY Ramel, L Brun, R Raveaux, ... Pattern Recognition Letters 100, 96-103, 2017 | 45 | 2017 |
Texture feature evaluation for segmentation of historical document images M Mehri, P Gomez-Krämer, P Héroux, A Boucher, R Mullot Proceedings of the 2nd International Workshop on Historical Document Imaging …, 2013 | 39 | 2013 |
Vector representation of graphs: Application to the classification of symbols and letters N Sidere, P Héroux, JY Ramel 2009 10th International Conference on Document Analysis and Recognition, 681-685, 2009 | 39 | 2009 |
Symbol spotting using full visibility graph representation H Locteau, S Adam, E Trupin, J Labiche, P Héroux Workshop on Graphics Recognition, 49-50, 2007 | 36 | 2007 |
Predicting experimental electrophilicities from quantum and topological descriptors: a machine learning approach G Hoffmann, M Balcilar, V Tognetti, P Héroux, B Gaüzère, S Adam, ... Journal of Computational Chemistry 41 (24), 2124-2136, 2020 | 35 | 2020 |
Learning graph prototypes for shape recognition R Raveaux, S Adam, P Héroux, É Trupin Computer Vision and Image Understanding 115 (7), 905-918, 2011 | 32 | 2011 |
Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming PL Bodic, H Locteau, S Adam, P Heroux, Y Lecourtier, A Knippel Proceedings of the 2009 10th International Conference on Document Analysis …, 2009 | 29 | 2009 |
Automatic ground-truth generation for document image analysis and understanding P Héroux, E Barbu, S Adam, E Trupin Ninth International Conference on Document Analysis and Recognition (ICDAR …, 2007 | 29 | 2007 |
Clustering document images using a bag of symbols representation E Barbu, P Héroux, S Adam, E Trupin Document Analysis and Recognition, 2005. Proceedings. Eighth International …, 2005 | 28 | 2005 |
Exact graph edit distance computation using a binary linear program J Lerouge, Z Abu-Aisheh, R Raveaux, P Héroux, S Adam Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2016 | 25 | 2016 |
Learning texture features for enhancement and segmentation of historical document images M Mehri, N Nayef, P Héroux, P Gomez-Krämer, R Mullot Proceedings of the 3rd International Workshop on Historical Document Imaging …, 2015 | 23 | 2015 |
Using bags of symbols for automatic indexing of graphical document image databases E Barbu, P Héroux, S Adam, É Trupin Graphics Recognition. Ten Years Review and Future Perspectives: 6th …, 2006 | 23 | 2006 |
A texture-based pixel labeling approach for historical books M Mehri, P Gomez-Krämer, P Héroux, A Boucher, R Mullot Pattern Analysis and Applications 20 (2), 325-364, 2017 | 22 | 2017 |