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Books and Theses
- 2019
[b1]Romain Raveaux:
Contributions and perspectives on combinatorial optimization and machine learning for graph matching and classification. (Contributions et perspectives sur l'optimisation combinatoire et l'apprentissage pour l'appariement et la classification de graphes). François Rabelais University, Tours, France, 2019
Journal Articles
- 2024
- [j19]Zhoubo Xu, Puqing Chen, Romain Raveaux
, Xin Yang, Huadong Liu:
Deep graph matching meets mixed-integer linear programming: Relax or not ? Pattern Recognit. 155: 110697 (2024) - 2021
- [j18]Romain Raveaux:
On the unification of the graph edit distance and graph matching problems. Pattern Recognit. Lett. 145: 240-246 (2021) - [j17]Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini:
Graph matching as a graph convolution operator for graph neural networks. Pattern Recognit. Lett. 149: 59-66 (2021) - 2020
- [j16]Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'kindt:
Graph edit distance: Accuracy of local branching from an application point of view. Pattern Recognit. Lett. 134: 20-28 (2020) - [j15]Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini:
Learning error-correcting graph matching with a multiclass neural network. Pattern Recognit. Lett. 134: 68-76 (2020) - [j14]Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel:
Efficient k-nearest neighbors search in graph space. Pattern Recognit. Lett. 134: 77-86 (2020) - 2019
- [j13]Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'kindt:
A local branching heuristic for solving a Graph Edit Distance Problem. Comput. Oper. Res. 106: 225-235 (2019) - [j12]Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres:
Learning cost function for graph classification with open-set methods. Pattern Recognit. Lett. 128: 8-15 (2019) - 2018
- [j11]Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel, Patrick Martineau:
A parallel graph edit distance algorithm. Expert Syst. Appl. 94: 41-57 (2018) - [j10]Alireza Alaei, Donatello Conte, Maxime Martineau, Romain Raveaux:
Blind document image quality prediction based on modification of quality aware clustering method integrating a patch selection strategy. Expert Syst. Appl. 108: 183-192 (2018) - 2017
- [j9]Maxime Martineau, Donatello Conte, Romain Raveaux, Ingrid Arnault, Damien Munier, Gilles Venturini:
A survey on image-based insect classification. Pattern Recognit. 65: 273-284 (2017) - [j8]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) - [j7]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) - [j6]Alireza Alaei, Romain Raveaux, Donatello Conte:
Image quality assessment based on regions of interest. Signal Image Video Process. 11(4): 673-680 (2017) - 2016
- [j5]Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel:
Anytime graph matching. Pattern Recognit. Lett. 84: 215-224 (2016) - 2013
- [j4]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
Structured representations in a content based image retrieval context. J. Vis. Commun. Image Represent. 24(8): 1252-1268 (2013) - 2012
- [j3]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A local evaluation of vectorized documents by means of polygon assignments and matching. Int. J. Document Anal. Recognit. 15(1): 21-43 (2012) - 2011
- [j2]Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin:
Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. 115(7): 905-918 (2011) - 2010
- [j1]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognit. Lett. 31(5): 394-406 (2010)
Conference and Workshop Papers
- 2024
- [c27]Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam:
G2N2 : Weisfeiler and Lehman go grammatical. ICLR 2024 - 2019
- [c26]Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'kindt:
Solving the Graph Edit Distance Problem with Variable Partitioning Local Search. GbRPR 2019: 67-77 - 2018
- [c25]Maxime Martineau, Romain Raveaux, Clément Chatelain, Donatello Conte, Gilles Venturini:
Effective Training of Convolutional Neural Networks for Insect Image Recognition. ACIVS 2018: 426-437 - [c24]Alireza Alaei, Romain Raveaux, Donatello Conte, Bela Stantic:
"Quality" vs. "Readability" in Document Images: Statistical Analysis of Human Perception. DAS 2018: 363-368 - [c23]Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'kindt:
Graph Edit Distance in the Exact Context. S+SSPR 2018: 304-314 - [c22]Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres:
Learning Cost Functions for Graph Matching. S+SSPR 2018: 345-354 - 2017
- [c21]Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'kindt:
A Local Branching Heuristic for the Graph Edit Distance Problem. CIARP 2017: 194-202 - [c20]Romain Raveaux, Maxime Martineau, Donatello Conte, Gilles Venturini:
Learning Graph Matching with a Graph-Based Perceptron in a Classification Context. GbRPR 2017: 49-58 - [c19]Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel:
Fast Nearest Neighbors Search in Graph Space Based on a Branch-and-Bound Strategy. GbRPR 2017: 197-207 - 2016
- [c18]Alireza Alaei, Donatello Conte, Michael Blumenstein, Romain Raveaux:
Document Image Quality Assessment Based on Texture Similarity Index. DAS 2016: 132-137 - [c17]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
- [c16]Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel:
A Graph Database Repository and Performance Evaluation Metrics for Graph Edit Distance. GbRPR 2015: 138-147 - [c15]Alireza Alaei, Donatello Conte, Romain Raveaux:
Document image quality assessment based on improved gradient magnitude similarity deviation. ICDAR 2015: 176-180 - [c14]Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel, Patrick Martineau:
An Exact Graph Edit Distance Algorithm for Solving Pattern Recognition Problems. ICPRAM (1) 2015: 271-278 - 2011
- [c13]Mickaël Coustaty, Romain Raveaux, Jean-Marc Ogier:
Historical document analysis: A review of French projects and open issues. EUSIPCO 2011: 1445-1449 - [c12]Ernest Valveny, Mathieu Delalandre, Romain Raveaux, Bart Lamiroy:
Report on the Symbol Recognition and Spotting Contest. GREC 2011: 198-207 - 2010
- [c11]Romain Raveaux, Guillaume Hillairet:
Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data. HAIS (1) 2010: 311-318 - 2008
- [c10]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
Object Extraction from Colour Cadastral Maps. Document Analysis Systems 2008: 506-514 - [c9]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A colour text/graphics separation based on a graph representation. ICPR 2008: 1-4 - [c8]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A Colour Space Selection Scheme dedicated to Information Retrieval Tasks. PRIS 2008: 123-134 - 2007
- [c7]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 - [c6]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A Segmentation Scheme Based on a Multi-graph Representation: Application to Colour Cadastral Maps. GREC 2007: 202-212 - [c5]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A Colour Document Interpretation: Application to Ancient Cadastral Maps. ICDAR 2007: 1128-1132 - [c4]Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier:
A Contribution to Ancient Cadastral Maps Interpretation through Colour Analysis. PRIS 2007: 89-98 - 2006
- [c3]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 - [c2]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
- [c1]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
Informal and Other Publications
- 2024
- [i6]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
- [i5]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
- [i4]Romain Raveaux:
On the unification of the graph edit distance and graph matching problems. CoRR abs/2104.06186 (2021) - [i3]Zhoubo Xu, Puqing Chen, Romain Raveaux, Xin Yang, Huadong Liu:
Deep graph matching meets mixed-integer linear programming: Relax at your own risk ? CoRR abs/2108.00394 (2021) - 2020
- [i2]Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini:
A Convolutional Neural Network into graph space. CoRR abs/2002.09285 (2020) - 2015
- [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)
Coauthor Index
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