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Written by Romain Raveaux   
Jul 19, 2007 at 12:00 AM

List of Publications :

DBLP list : Romain Raveaux's bibliography HAL list : Romain Raveaux's bibliography


  • 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). Submitted to Pattern Recognition | Draft PDF | Web site |Slides | Web site |NoteBook


  • Romain Raveaux On the unification of the graph edit distance and graph matching problems., Journal: Pattern Recognition Letters, In press, accepted manuscript, Available online 3 March 2021., https://doi.org/10.1016/j.patrec.2021.02.014. PDF | Draft PDF | Web site


  • Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini Graph matching as a graph convolution operator for graph neural networks , Journal: Pattern Recognition Letters, In press, accepted manuscript, Available online 15 June 2021, PDF | Draft PDF | Web site


  • Maxime Martineau, Romain Raveaux, Clément Chatelain, Donatello Conte, Gilles Venturini Effective Training of Convolutional Neural Networks for Insect Image Recognition , 19th International Conference on Advanced Concepts for Intelligent Vision Systems, Sep 2018, Poitiers, France, PDF | Web site


  • Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel, Efficient k-nearest neighbors search in graph space, Journal: Pattern Recognition Letters, Available online 3 May 2018, https://doi.org/10.1016/j.patrec.2018.05.001 PDF | Draft PDF | Web site


  • 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, Journal: Expert Systems with Applications, Elsevier, 2018, https://doi.org/10.1016/j.eswa.2018.05.007 PDF | Draft PDF


  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T’Kindt, Graph Edit Distance: Accuracy of Local Branching from an application point of view, Journal: Pattern Recognition Letters, In press, accepted manuscript, Available online 5 April 2018, https://doi.org/10.1016/j.patrec.2018.03.033. PDF | Draft PDF | Web site


  • Maxime Martineau, Romain Raveaux, Donatello Conte, Gilles Venturini, Learning error-correcting graph matching with a multiclass neural network, Journal: Pattern Recognition Letters, Available online 31 March 2018, ISSN 0167-8655, https://doi.org/10.1016/j.patrec.2018.03.031. PDF | Draft PDF | Web site


  • Mostafa Darwiche, Donatello Conte, Romain Raveaux, Vincent T’Kindt, A local branching heuristic for solving a Graph Edit Distance Problem, Journal: Computers & Operations Research, 2018,ISSN 0305-0548, https://doi.org/10.1016/j.cor.2018.02.002. PDF | Draft PDF | Web site


  • Zeina Abu-Aisheh, Romain Raveaux , Jean-Yves Ramel, Patrick Martineau: A parallel graph edit distance algorithm. Journal : Expert Systems with Applications, 2018, pages=41 - 57 DOI: https://doi.org/10.1016/j.eswa.2017.10.043. PDF | Draft PDF

  • Zeina Abu-Aisheh, Benoit Gaüzere, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam : Graph edit distance contest: Results and future challenges. Journal: Pattern Recognition Letters , Volume 100, 1 December 2017, Pages 96-103. DOI : https://doi.org/10.1016/j.patrec.2017.10.007. PDF | Draft PDF | Web site


  • Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam: New binary linear programming formulation to compute the graph edit distance. Journal: Pattern Recognition (2017), DOI: http://dx.doi.org/10.1016/j.patcog.2017.07.029
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  • Maxime Martineau, Donatello Conte, Romain Raveaux, Ingrid Arnault, Damien Munier, Gilles Venturini. A survey on image-based insects classification Journal: Pattern Recognition (2016), DOI: 10.1016/j.patcog.2016.12.020
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  • A. Alaei, Romain Raveaux,Donatello Conte. Image quality assessment based on regions of interest Journal: Signal, Image and Video Processing (2016), DOI: 10.1007/s11760-016-1009-z
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    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| Draft PDF

  • Zeina Abu-Aisheh, Romain Raveaux, Jean-Yves Ramel. Anytime graph matching Journal: Pattern Recognition Letters (2016), DOI: 10.1016/j.patrec.2016.10.004
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  • Zeina Abu-Aisheh, Romain Raveaux , Jean-Yves Ramel: A Graph Database Repository and Performance Evaluation Metrics for Graph Edit Distance. GbRPR 2015: 138-147 Web site | Draft PDF

  • Romain Raveaux, Jean-christophe Burie and Jean-Marc Ogier. Structured representations in a content based image retrieval context. Journal of Visual Communication and Image Representation (2013), 24(8), 1252–1268. doi:http://dx.doi.org/10.1016/j.jvcir.2013.08.010 .
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  • Romain Raveaux, Sébastien Adam, Pierre Héroux, Eric Trupin. Learning Graph Prototypes for Shape Recognition. Journal: Computer Vision and Image Understanding (CVIU) (2011).


  • Romain Raveaux, Jean-christophe Burie and Jean-Marc Ogier. A Local Evaluation of Vectorized Documents by means of Polygon Assignments and Matching. International Journal on Document Analysis and Recognition (IJDAR) (2012), DOI: 10.1007/s10032-010-0143-3
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  • Romain Raveaux, Jean-christophe Burie and Jean-Marc Ogier. A graph matching method and a graph matching distance based on subgraph assignments. Journal: Pattern Recognition Letters (2010), DOI: 10.1016/j.patrec.2009.10.011
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  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier. A colour text/graphics segmentation based on a graph representation. ICPR 2008. International Conference on Pattern Recognition.


  • Romain Raveaux – Eugen Barbu – Sébastien Adam-Pierre Héroux – Eric Trupin. Graphes Prototypes vs. Graphe Médian Généralisé pour la Classification de Données Structurées. CIFED 2008, Colloque International Francophone sur l'Ecrit et le Document.


  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier. OBJECT EXTRACTION FROM COLOUR CADASTRAL MAPS. DAS2008 - The Eighth IAPR International Workshop on Document Analysis Systems.


  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier. A Segmentation Scheme Based on a Multi-graph Representation: Application to Colour Cadastral Maps. Revised and extended version of paper first presented at Seventh IAPR International Workshop on Graphics Recognition (GREC'07), LNCS 3926, Springer Verlag, 2008.


  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier. A colour space selection scheme dedicated to information retrieval tasks. The 8th International Workshop on Pattern Recognition in Information Systems (PRIS 2008)

  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier. "A knowledge-based colour segmentation scheme. Application to ancient cadastral maps." Seventh IAPR International Workshop on Graphics Recognition - (GREC 2007).


  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier : "A colour document interpretation: Application to ancient cadastral maps". The 9th International Conference On Document Analysis(ICDAR 2007).[PDF ]


  • Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier : "A contribution to Ancient Cadastral Maps interpretation through color analysis". The 7th International Workshop on Pattern Recognition in Information Systems (PRIS 2007)


  • RAVEAUX R., BARBU E, LOCTEAU H., ADAM S., HEROUX P., TRUPIN E. : " A graph classification approach using a multi-objective genetic algorithm. Application to symbol recognition"; 6th IAPR -TC-15 Workshop on Graph-based Representations in Pattern Recognition (2006). [PDF ] [PDF Presentation ]


  • LOCTEAU H., RAVEAUX R., ADAM S., LECOURTIER Y., HEROUX P., TRUPIN E. : "Approximation de courbes par Algorithme Génétique Multi-Objectif"; 9ème colloque international francophone sur l'ecrit et le document; pp 37-42 (2006)


  • LOCTEAU H., RAVEAUX R., ADAM S., LECOURTIER Y., HEROUX P., TRUPIN E. : "Approximation of Digital Curves using a Multi-Objective Genetic Algorithm"; 18th international conference on pattern recognition; pp 716-719 (2006)[PDF ]


  • BARBU E., RAVEAUX R., LOCTEAU H., ADAM S., HEROUX P., TRUPIN E. : "Classification de graphes par algorithmes génétiques et signatures de graphes. Application à la reconnaissance de symboles"; CIFED, 9ème colloque international francophone sur l'ecrit et le document; pp 91-96 (2006)


  • BARBU E., RAVEAUX R., LOCTEAU H., ADAM S., HEROUX P., TRUPIN E. : "Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition"; 18th international conference on pattern recognition; pp 296-299 (2006)


  • ADAM S., LECOURTIER Y., RAVEAUX R., LOCTEAU H., HEROUX P., TRUPIN E. : "Polygonal approximation of digital curves using a multi-objective genetic algorithm"; Sixth IAPR international workshop on graphic recognition; pp 295-305 (2005)


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