Romain Raveaux

Orcid: 0000-0003-3149-0498

According to our database1, Romain Raveaux authored at least 52 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep graph matching meets mixed-integer linear programming: Relax or not ?
Pattern Recognit., 2024

Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning.
CoRR, 2024

G2N2 : Weisfeiler and Lehman go grammatical.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Technical report: Graph Neural Networks go Grammatical.
CoRR, 2023

2021
On the unification of the graph edit distance and graph matching problems.
Pattern Recognit. Lett., 2021

Graph matching as a graph convolution operator for graph neural networks.
Pattern Recognit. Lett., 2021

Deep graph matching meets mixed-integer linear programming: Relax at your own risk ?
CoRR, 2021

2020
Learning error-correcting graph matching with a multiclass neural network.
Pattern Recognit. Lett., 2020

Graph edit distance: Accuracy of local branching from an application point of view.
Pattern Recognit. Lett., 2020

Efficient k-nearest neighbors search in graph space.
Pattern Recognit. Lett., 2020

A Convolutional Neural Network into graph space.
CoRR, 2020

2019
Learning cost function for graph classification with open-set methods.
Pattern Recognit. Lett., 2019

A local branching heuristic for solving a Graph Edit Distance Problem.
Comput. Oper. Res., 2019

Solving the Graph Edit Distance Problem with Variable Partitioning Local Search.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

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).
, 2019

2018
Blind document image quality prediction based on modification of quality aware clustering method integrating a patch selection strategy.
Expert Syst. Appl., 2018

A parallel graph edit distance algorithm.
Expert Syst. Appl., 2018

Learning Cost Functions for Graph Matching.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Graph Edit Distance in the Exact Context.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

"Quality" vs. "Readability" in Document Images: Statistical Analysis of Human Perception.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Effective Training of Convolutional Neural Networks for Insect Image Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Image quality assessment based on regions of interest.
Signal Image Video Process., 2017

Graph edit distance contest: Results and future challenges.
Pattern Recognit. Lett., 2017

A survey on image-based insect classification.
Pattern Recognit., 2017

New binary linear programming formulation to compute the graph edit distance.
Pattern Recognit., 2017

Learning Graph Matching with a Graph-Based Perceptron in a Classification Context.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

Fast Nearest Neighbors Search in Graph Space Based on a Branch-and-Bound Strategy.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

A Local Branching Heuristic for the Graph Edit Distance Problem.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Anytime graph matching.
Pattern Recognit. Lett., 2016

Exact Graph Edit Distance Computation Using a Binary Linear Program.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Document Image Quality Assessment Based on Texture Similarity Index.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Graph edit distance : a new binary linear programming formulation.
CoRR, 2015

An Exact Graph Edit Distance Algorithm for Solving Pattern Recognition Problems.
Proceedings of the ICPRAM 2015, 2015

Document image quality assessment based on improved gradient magnitude similarity deviation.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A Graph Database Repository and Performance Evaluation Metrics for Graph Edit Distance.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2013
Structured representations in a content based image retrieval context.
J. Vis. Commun. Image Represent., 2013

2012
A local evaluation of vectorized documents by means of polygon assignments and matching.
Int. J. Document Anal. Recognit., 2012

2011
Learning graph prototypes for shape recognition.
Comput. Vis. Image Underst., 2011

Report on the Symbol Recognition and Spotting Contest.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

Historical document analysis: A review of French projects and open issues.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
A graph matching method and a graph matching distance based on subgraph assignments.
Pattern Recognit. Lett., 2010

Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2008
A Colour Space Selection Scheme dedicated to Information Retrieval Tasks.
Proceedings of the Pattern Recognition in Information Systems, 2008

A colour text/graphics separation based on a graph representation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Object Extraction from Colour Cadastral Maps.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

2007
A Contribution to Ancient Cadastral Maps Interpretation through Colour Analysis.
Proceedings of the Pattern Recognition in Information Systems, 2007

A Colour Document Interpretation: Application to Ancient Cadastral Maps.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Segmentation Scheme Based on a Multi-graph Representation: Application to Colour Cadastral Maps.
Proceedings of the Graphics Recognition. Recent Advances and New Opportunities, 2007

A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

2006
Approximation of Digital Curves using a Multi-Objective Genetic Algorithm.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm.
Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005


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