Romain Raveaux

56 papers A* 2A 2B 5C 1Journal 25Unranked 20

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`	Hierarchical Super-Pixels Graph Neural Networks for Image Semantic Segmentation. GbRPR Xavier Hoarau, Julien Mille, Hugo Raguet, Romain Raveaux
2024	J	`jnl`	Deep graph matching meets mixed-integer linear programming: Relax or not ? Pattern Recognit. Zhoubo Xu, Puqing Chen, Romain Raveaux, Xin Yang, Huadong Liu
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
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	J	`jnl`	Deep graph matching meets mixed-integer linear programming: Relax at your own risk ? CoRR Zhoubo Xu, Puqing Chen, Romain Raveaux, Xin Yang, Huadong Liu
2021	J	`jnl`	Graph matching as a graph convolution operator for graph neural networks. Pattern Recognit. Lett. Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini
2021	J	`jnl`	On the unification of the graph edit distance and graph matching problems. CoRR Romain Raveaux
2021	J	`jnl`	On the unification of the graph edit distance and graph matching problems. Pattern Recognit. Lett. Romain Raveaux
2020	J	`jnl`	A Convolutional Neural Network into graph space. CoRR Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini
2020	J	`jnl`	Efficient k-nearest neighbors search in graph space. Pattern Recognit. Lett. Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel
2020	J	`jnl`	Graph edit distance: Accuracy of local branching from an application point of view. Pattern Recognit. Lett. Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'kindt
2020	J	`jnl`	Learning error-correcting graph matching with a multiclass neural network. Pattern Recognit. Lett. Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini
2019	J	`jnl`	A local branching heuristic for solving a Graph Edit Distance Problem. Comput. Oper. Res. Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'kindt
2019	—	`book`	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). Romain Raveaux
2019	J	`jnl`	Learning cost function for graph classification with open-set methods. Pattern Recognit. Lett. Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres
2019	—	`conf`	Solving the Graph Edit Distance Problem with Variable Partitioning Local Search. GbRPR Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T'kindt
2018	B	`conf`	"Quality" vs. "Readability" in Document Images: Statistical Analysis of Human Perception. DAS Alireza Alaei, Romain Raveaux, Donatello Conte, Bela Stantic
2018	J	`jnl`	A parallel graph edit distance algorithm. Expert Syst. Appl. Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel, Patrick Martineau
2018	J	`jnl`	Blind document image quality prediction based on modification of quality aware clustering method integrating a patch selection strategy. Expert Syst. Appl. Alireza Alaei, Donatello Conte, Maxime Martineau, Romain Raveaux
2018	B	`conf`	Effective Training of Convolutional Neural Networks for Insect Image Recognition. ACIVS Maxime Martineau, Romain Raveaux, Clément Chatelain, Donatello Conte, Gilles Venturini
2018	—	`conf`	Graph Edit Distance in the Exact Context. S+SSPR Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'kindt
2018	—	`conf`	Learning Cost Functions for Graph Matching. S+SSPR Rafael de Oliveira Werneck, Romain Raveaux, Salvatore Tabbone, Ricardo da Silva Torres
2017	C	`conf`	A Local Branching Heuristic for the Graph Edit Distance Problem. CIARP Mostafa Darwiche, Romain Raveaux, Donatello Conte, Vincent T'kindt
2017	J	`jnl`	A survey on image-based insect classification. Pattern Recognit. Maxime Martineau, Donatello Conte, Romain Raveaux, Ingrid Arnault, Damien Munier, Gilles Venturini
2017	—	`conf`	Fast Nearest Neighbors Search in Graph Space Based on a Branch-and-Bound Strategy. GbRPR Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel
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	J	`jnl`	Image quality assessment based on regions of interest. Signal Image Video Process. Alireza Alaei, Romain Raveaux, Donatello Conte
2017	—	`conf`	Learning Graph Matching with a Graph-Based Perceptron in a Classification Context. GbRPR Romain Raveaux, Maxime Martineau, Donatello Conte, Gilles Venturini
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
2016	J	`jnl`	Anytime graph matching. Pattern Recognit. Lett. Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel
2016	B	`conf`	Document Image Quality Assessment Based on Texture Similarity Index. DAS Alireza Alaei, Donatello Conte, Michael Blumenstein, Romain Raveaux
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
2015	—	`conf`	A Graph Database Repository and Performance Evaluation Metrics for Graph Edit Distance. GbRPR Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel
2015	—	`conf`	An Exact Graph Edit Distance Algorithm for Solving Pattern Recognition Problems. ICPRAM (1) Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel, Patrick Martineau
2015	A	`conf`	Document image quality assessment based on improved gradient magnitude similarity deviation. ICDAR Alireza Alaei, Donatello Conte, Romain Raveaux
2015	J	`jnl`	Graph edit distance : a new binary linear programming formulation. CoRR Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2013	J	`jnl`	Structured representations in a content based image retrieval context. J. Vis. Commun. Image Represent. Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2012	J	`jnl`	A local evaluation of vectorized documents by means of polygon assignments and matching. Int. J. Document Anal. Recognit. Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2011	—	`conf`	Historical document analysis: A review of French projects and open issues. EUSIPCO Mickaël Coustaty, Romain Raveaux, Jean-Marc Ogier
2011	J	`jnl`	Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin
2011	—	`conf`	Report on the Symbol Recognition and Spotting Contest. GREC Ernest Valveny, Mathieu Delalandre, Romain Raveaux, Bart Lamiroy
2010	J	`jnl`	A graph matching method and a graph matching distance based on subgraph assignments. Pattern Recognit. Lett. Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2010	—	`conf`	Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data. HAIS (1) Romain Raveaux, Guillaume Hillairet
2008	—	`conf`	A Colour Space Selection Scheme dedicated to Information Retrieval Tasks. PRIS Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2008	B	`conf`	A colour text/graphics separation based on a graph representation. ICPR Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2008	B	`conf`	Object Extraction from Colour Cadastral Maps. Document Analysis Systems Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2007	A	`conf`	A Colour Document Interpretation: Application to Ancient Cadastral Maps. ICDAR Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
2007	—	`conf`	A Contribution to Ancient Cadastral Maps Interpretation through Colour Analysis. PRIS Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
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	—	`conf`	A Segmentation Scheme Based on a Multi-graph Representation: Application to Colour Cadastral Maps. GREC Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier
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`	Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm. GREC Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin