Google Scholar profile

2021

• Table Tennis ball kinematic parameters estimation from ecological single-view videos
  Jordan Calandre, Renaud Péteri, Laurent Mascarilla, Benois Tremblais
  Proceedings of the International Conference on Content-Based Multimedia Indexing (CBMI 2021), June 28-30, 2021, Lille, France, IEEE Computer Society.
  
• 3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Akka Zemmari, Julien Morlier
  Chapter 9 in Multi-faceted Deep Learning: Models and Data, Springer, 2021.
  
• The 2021 ImageCLEF BenchmarkMultimedia Retrieval in Medical, Nature, Internet and Social Media Applications.
  Bogdan Ionescu, Henning Müller, Renaud Péteri et al.
  Proceedings of the 43rd European Conference on Information Retrieval (ECIR 2021), online, March 28 – April 1, 2021.
  
• Content-based multimedia indexing (CBMI 2018) [SI 1104].
  Renaud Péteri, Georges Quénot, Philippe Joly.
  Multimed Tools Appl (2021). https://doi.org/10.1007/s11042-020-10502-7.
  

2020

• Extraction and analysis of 3D kinematic parameters of Table Tennis ball from a single camera
  Jordan Calandre, Renaud Péteri, Laurent Mascarilla, Benois Tremblais
  Proceedings of the 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 10-15 january 2021.
  
• 3D attention mechanism for fine-grained classification of table tennis strokes using a Twin Spatio-Temporal Convolutional Neural Networks
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Julien Morlier
  Proceedings of the 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 10-15 january 2021.
  
• Fine grained sport action recognition with Twin spatio-temporal convolutional neural networks
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Julien Morlier
  Multimedia Tools and Applications, vol. 79, 20429–20447, Springer (2020), https://doi.org/10.1007/s11042-020-08917-3.
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• Extraction et analyse de trajectoires de balle de Tennis de Table à partir d’une seule caméra pour l’aide à la performance sportive
  Jordan Calandre, Renaud Péteri, Laurent Mascarilla, Benois Tremblais
  RFIAP 2020, 23-26 Jun 2020, Vannes, France.
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• ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications
  Bogdan Ionescu, Henning Müller, Renaud Péteri et al.
  Proceedings of the 42nd European Conference on Information Retrieval (ECIR), Lecture Notes in Computer Science (LNCS), 2020.

2019

• Optimal Choice Of Motion Estimation Methods For Fine-Grained Action Classification With 3D Convolutional Networks
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Julien Morlier
  IEEE ICIP 2019 (International Conference on Image Processing), September 22-25, 2019, Taipei, Taiwan.
• Fine-Grained Action Detection and Classification in Table Tennis with Siamese Spatio-Temporal Convolutional Neural Network
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri
  IEEE ICIP 2019 (International Conference on Image Processing), September 22-25, 2019, Taipei, Taiwan.
• Sports video annotation : Detection of strokes in table tennis task for MediaEval 2019
  Pierre-Etienne Martin, Jenny Benois-Pineau, Boris Mansencal, Renaud Péteri, Laurent Mascarilla, Jordan Calandre
  In Proc. of the MediaEval 2019 Workshop, 27-29 October 2019, Sophia Antipolis, France.
• Siamese Spatio-temporal convolutional neural network for stroke classification in Table Tennis games
  Pierre-Etienne Martin, Jenny Benois-Pineau, Boris Mansencal, Renaud Péteri, Julien Morlier
  In Proc. of the MediaEval 2019 Workshop, 27-29 October 2019, Sophia Antipolis, France.
• Optical Flow Singularities for Sports Video Annotation: Detection of Strokes in Table Tennis
  Jordan Calandre, Renaud Péteri, Laurent Mascarilla
  In Proc. of the MediaEval 2019 Workshop, 27-29 October 2019, Sophia Antipolis, France.
• ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications
  Bogdan Ionescu, Henning Müller, Renaud Péteri
  Proceedings of the 41st European Conference on Information Retrieval, Lecture Notes in Computer Science (LNCS), vol 11438, April 14-18, 2019, Cologne, Germany.

2018

• Colony analysis and deep learning uncover 5-hydroxyindole as an inhibitor of gliding motility and iridescence in Cellulophaga lytica
  Maylis Chapelais-Baron​, Isabelle Goubet​, Renaud Péteri​, Maria de Fatima Pereira​, Tâm Mignot​, Apolline Jabveneau and Eric Rosenfeld.
  Microbiology, 164(3):308-321, 2018.
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• Sport Action Recognition with Siamese Spatio-Temporal CNNs: Application to Table Tennis
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Julien Morlier
  Proceedings of the International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2018, La Rochelle, France, IEEE Computer Society.
  PDF

2016

• An Efficient And Sparse Approach For Large Scale Human Action Recognition In Videos
  Cyrille Beaudry, Renaud Péteri, Laurent Mascarilla
  Machine Vision and Applications, May 2016, Volume 27, Issue 4, pp 529-543.
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• A unique self-organization of bacterial sub-communities creates iridescence in Cellulophaga lytica colony biofilms
  Betty Kientz, Stephen Luke, Peter Vukusic, Renaud Péteri, Cyrille Beaudry, Tristan Renault, David Simon, Tam Mignot, and Eric Rosenfeld (2016).
  Scientific Reports 6, 19906, Nature Publishing Group.
  PDF

2015

• Characterization and Recognition of Dynamic Textures based on 2D+T Curvelet Transform.
  Sloven Dubois, Renaud Péteri and Michel Ménard
  Signal, Image and Video Processing, Springer-Verlag, Volume 9, Issue 4, pp 819-830, May 2015.
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• Analyse multi-échelle de trajectoires de points critiques pour la reconnaissance d’actions humaines
  Cyrille Beaudry, Renaud Péteri, Laurent Mascarilla
  Revue Traitement du Signal, pp.265-286, Vol 32/2-3 - 2015, octobre 2015.
• Human activity recognition in the semantic simplex of elementary actions
  Cyrille Beaudry, Renaud Péteri, Laurent Mascarilla
  Proceedings of the British Machine Vision Conference (BMVC 2015), pages 118.1-118.12. BMVA Press, September 2015.
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2014

• Action recognition in videos using frequency analysis of critical point trajectories.
  Cyrille Beaudry, Renaud Péteri, Laurent Mascarilla
  IEEE International Conference on Image Processing 2014 (ICIP 2014), 27-30 October 2014, Paris, France
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• Reconnaissance d’actions dans des vidéos par caractérisation fréquentielle des trajectoires de points critiques.
  Cyrille Beaudry, Renaud Péteri, Laurent Mascarilla
  19th RFIA conference, 2-4 July 2014, Rouen, France
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2013

• Iridescence of a marine prokaryote: physiological and bioenergetics issues.
  Rosenfeld E, R. Péteri, B. Kientz, A Jabveneau.
  17th Congress of the French Group of Bioenergetics (GFB), 25-29th September 2013, Carry-le-Rouet, France.

2012

• Decomposition of Dynamic Textures using Morphological Component Analysis.
  Sloven Dubois, Renaud Péteri and Michel Ménard
  IEEE Transactions on Circuits and Systems for Video Technology, vol.22, no.2, pp.188-201, Feb. 2012.
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• Denoising 3D medical images using a second order variational model and wavelet shrinkage.
  Minh-Phuong Tran, Renaud Péteri, Maitine Bergounioux.
  ICIAR 2012 conference, 25-27 June, 2012, Aveiro, Portugal, LNCS 7325, pp. 138–145.
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• Indexation de Textures Dynamiques à l'aide de Décompositions Multi-échelles.
  Sloven Dubois, Renaud Péteri, Michel Ménard
  18th RFIA conference, 24-27 january 2012, Lyon, France.
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2011

• Tracking Dynamic Textures using a particle filter driven by intrinsic motion information.
  Renaud Péteri.
  Machine Vision and Applications, pages 781-789, Volume 22, Issue 5 (2011).
• Morphological Component Analysis for decomposing Dynamic Textures.
  Sloven Dubois, Renaud Péteri, Michel Ménard
  Book chapter of Mathematical Image Processing, Springer Proceedings in Mathematics, Vol. 5. DOI : 10.1007/978-3-642-19604-1.
• Suivi robuste de poissons dans des passes à poissons par filtrage particulaire et transformée en curvelets.
  Romain Quéré and Renaud Péteri
  23rd GRETSI conference, 5-8 september 2011, Bordeaux, France.
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• Textures dynamiques: état de l'art, modélisation, applications.
  Sloven Dubois, Renaud Péteri, Michel Ménard
  invited talk at the 23rd GRETSI conference, 5-8 september 2011, Bordeaux, France.
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2010

• DynTex: A Comprehensive Database of Dynamic Textures.
  Renaud Péteri, Sándor Fazekas and Mark J. Huiskes.
  Pattern Recognition Letters, Volume 31, Issue 12, 1 September 2010, Pages 1627-1632.
• Decomposition of dynamic textures using Morphological Component Analysis: a new adaptative strategy
  Sloven Dubois, Renaud Péteri, Michel Ménard.
  ICPR 2010, the IEEE International Conference on Pattern Recognition, Istanbul, Turkey, August 23-26, 2010.
• Analyse de Textures Dynamiques par décompositions spatio-temporelles: application à l'estimation du mouvement global
  Sloven Dubois, Renaud Péteri, Michel Ménard.
  Proceedings of CORESA 2010, Lyon, France, October 26-27, 2010.

2009

• A 3D discrete curvelet based method for segmenting dynamic textures.
  Sloven Dubois, Renaud Péteri, Michel Ménard.
  ICIP 2009, the 2009 IEEE International Conference on Image Processing , Cairo, Egypt, November 7-11, 2009.
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• A Comparison of Wavelet Based Spatio-temporal Decomposition Methods for Dynamic Texture Recognition.
  Sloven Dubois, Renaud Péteri, Michel Ménard.
  4th IbPRIA 2009 conference proceedings, June 10-12, 2009. Póvoa de Varzim, Portugal, LNCS 5524, pp. 314–321.
  PDF.
• Segmentation de Textures Dynamiques: une Méthode Basée sur le Transformée en Curvelet 3D et une Structure d'Octree.
  Sloven Dubois, Renaud Péteri et Michel Ménard
  Acte du 22ème colloque GRETSI, 8-11 septembre 2009, Dijon, France.

2008

• Adding a Noise Component To A Color Decomposition Model For Improving Color Texture Extraction.
  Sloven Dubois, Mathieu Lugiez, Renaud Péteri, Michel Ménard.
  CGIV2008 4th European Conference on Colour in Graphics, Imaging, and Vision, pages 394-398. June 09-13 2008, Barcelona, Spain.
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2007

• Road networks derived from high spatial resolution satellite remote sensing data.
  Renaud Péteri and Thierry Ranchin.
  Chapter 11 of Remote Sensing of Impervious Surfaces, pp. 215-236, editor: Q. Weng. CRC Press, Taylor & Francis Group, 2007. ISBN: 1420043749.
• Object Tracking using Joint Visible and Thermal Infrared Video Sequences
  Renaud Péteri, Ondřej Šiler, Elodie Bichot and Pierre Courtellemont.
  SPIE conference (accepted but not published), 6498-29, 28 January-1 February 2007, San Jose, USA.
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• Object Tracking using Joint Visible and Thermal Infrared Video Sequences
  Renaud Péteri and Ondřej Šiler.
  Internal report of the MIA laboratory, 2009.
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2006

• Automated road network extraction using collaborative linear and surface models.
  Renaud Péteri and Thierry Ranchin.
  Invited paper at the MAPPS/ASPRS 2006 Fall Conference, San Antonio, Texas, November 6-10, 2006.
  PDF.
• Qualitative characterization of dynamic textures for video retrieval.
  Renaud Péteri and Dmitry Chetverikov.
  Computer Vision and Graphics, Springer Series in Computational Imaging and Vision, vol.32, pp.33-38, 2006.
  PDF.

2005

• Dynamic texture recognition using normal flow and texture regularity.
  Renaud Péteri and Dmitry Chetverikov.
  In Proc. 2nd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'05), Estoril, Portugal, 2005, Springer LNCS vol. 3523, pp. 223-230.
  PDF.
• A brief survey of dynamic texture description and recognition.
  Dmitry Chetverikov and Renaud Péteri.
  Invited paper at the International Conference on Computer Recognition Systems (CORES'05 ), Rydzyna, Poland, Springer-Verlag series "Advances in Soft Computing", 2005.
  PDF.

2004

• Quantitatively Assessing Roads Extracted from High-Resolution Imagery.
  Renaud Péteri, Isabelle Couloigner and Thierry Ranchin.
  Photogrammetric Engineering & Remote Sensing, vol. 70, n°12, December 2004, pp. 1449-1456.
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• Potentialités des nouveaux capteurs à trés haute résolution spatiale pour l'extraction des réseaux de rues urbains.
  Renaud Péteri and Thierry Ranchin.
  Revue Internationale de Géomatique, Vol. 14, N° 3-4, 2004, pp.485-504.
  PDF.

before 2004

• Evaluation quantitative de méthodes d'extraction de rues : choix d'une référence.
  Renaud Péteri and Thierry Ranchin.
  Bulletin de la Société Française de Photogrammétrie et Télédétection, n°170 (2003-2), December 2003, pp. 23-29.

• Detection and extraction of road networks from high resolution satellite images.
  Renaud Péteri, Julien Celle and Thierry Ranchin.
  In Proceedings of the IEEE International Conference on Image Processing (ICIP'03), Barcelona, Spain, 14-17 September 2003, Volume I, pp. 301-304.
  PDF.
• Extraction de réseaux de rues en milieu urbain à partir d'images satellites à très haute résolution spatiale.
  Renaud Péteri.
  PhD thesis of the Ecole Nationale Supérieure des Mines de Paris in "Informatique, Temps Réel, Robotique et Automatique", december 2003, 152 pages (in French).
  PDF.
  Extraction of street networks in urban areas from very high resolution satelitte images.
  Ph.D Thesis Summary (in English) PDF.
• Urban street mapping using Quickbird and Ikonos images.
  Renaud Péteri and Thierry Ranchin.
  In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium IGARSS 2003, Toulouse, France, 21-25 July 2003, Volume III, pp. 1721 - 1723.
  PDF.
• Multiresolution snakes for urban road extraction from Ikonos and Quickbird images.
  Renaud Péteri and Thierry Ranchin.
  In Proceedings of the 23rd EARSeL Symposium “Remote Sensing in Transition”, Ghent, Belgium, 2-4 June 2003, Goossens (Ed.), © 2004 Millpress, Rotterdam, the Netherlands, ISBN 90-5966-007-2. pp 69-76.
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• Extraction and update of street networks in urban areas from high resolution satellite images.
  Renaud Péteri and Thierry Ranchin.
  In Proceedings of ISPRS Commission IV symposium, Geospatial Theory, Processing and Applications, Ottawa, Canada, 8-12 july 2002, C. Armenakis, Y.C. Lee editors, ISSN 1682-1750, IAPRS & SIS, vol. XXIV, Part 4, Commission IV, pp. 768-773.
• Assessment of object extraction methods from satellite images: reflections and case study on the definition of a reference.
  Renaud Péteri and Thierry Ranchin.
  In: Proceedings of the 22nd EARSeL Symposium “Geoinformation for European wide integration”, Prague, République Tchèque, 4-6 juin 2002, Benes (Ed.), © 2003 Millpress, Rotterdam, the Netherlands, ISBN 90-77017-71-2, p. 141-147.
• Extraction de réseaux de rues à partir d'images satellites à haute résolution spatiale.
  Renaud Péteri and Thierry Ranchin.
  Actes du 19ème colloque GRETSI, Paris, France, 8-11 septembre 2003, Volume III, pp.264-267.
• Contours actifs et analyse multirésolution pour l'extraction de réseau de rues à partir d'images satellites.
  Renaud Péteri, Julien Celle and Thierry Ranchin.
  Orasis 2003, Actes du neuvième colloque ORASIS, Gérardmer, France, 19- 23 mai 2003, pp. 393-401.
• A multiresolution modelling approach for semi-automatic extraction of streets: application to high-resolution images from the IKONOS satellite.
  Renaud Péteri, Isabelle Couloigner and Thierry Ranchin.
  In: Proceedings of the 21st EARSeL Symposium « Observing our environment from Space: new solutions for a new millenium », Marne-la-Vallée, France, 14-16 May 2001, Bégni (Ed.), © 2002 Swets & Zeitlinger, Lisse, the Netherlands, ISBN 90-5809-254-2, p. 327-332.