Publications

Google Scholar profile

2025

• Deep Learning for Giant Cell Arteritis diagnosis on temporal artery biopsy
  Raphaël Bourgade, Mounia Elhannani, Delphine Loussouarn, Alexis Guédon, Renaud Péteri, Caroline Allix-Beguec, Michel Berthier, Olivier Espitia, Christophe Roncato, Claire Toquet
  accepted in Computers in Biology and Medicine (Q1)  
  
• First-person human sensing for upper limb neuroprosthesis control: 6D pose estimation of objects to grasp
  Ander Etxezarreta, Jenny Benois-Pineau, Renaud Péteri, Lucas Bardisbanian, Aymar De Rugy
  accepted at the International Conference on Content-Based Multimedia Indexing (CBMI), 2025, Dublin  
  

Submitted

• Physics-Informed Neural Networks and Monocular Vision for Kinematics Analysis: Application to Table Tennis
  Zaineb Chiha, Renaud Péteri, Laurent Mascarilla
  Signal Processing: Image Communication - Elsevier  
  

2024

• Predicting 3D Projectile Motion in Table Tennis Using Computer Vision and Physics-Informed Neural Network
  Zaineb Chiha, Renaud Péteri, Laurent Mascarilla
  Proceedings of the International Conference on Content-Based Multimedia Indexing (CBMI), 2024  
  
• Réseau neuronal informé par la physique pour l'analyse cinématique 3D du mouvement d'un projectile. Application au Tennis de Table
  Zaineb Chiha, Renaud Péteri, Laurent Mascarilla
  Actes du Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), 2024  
  
• 3D-ARM-Gaze : a public dataset of 3D Arm Reaching Movements with Gaze information in virtual reality
  Lento Bianca, Effie Segas, Vincent Leconte, Emilie Doat, Frederic Danion, Renaud Péteri, Jenny Benois-Pineau, Aymar de Rugy
  Scientific Data 11, no. 1 (2024) : 951  
  

2023

• SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming
  Aymeric Erades, Pierre-Etienne Martin, Romain Vuillemot, Boris Mansencal, Renaud Péteri, Julien Morlier, Stefan Duffner, Jenny Benois-Pineau
  MediaEval 2023 Workshop collocated with ACM MM 2024, 2024  
  
• Sport task: Fine-grained action detection and classification of table tennis strokes from videos for MediaEval 2022
  Pierre-Emmanuel Martin, Jordan Calandre, Benjamin Mansencal, Jacques Benois-Pineau, Renaud Péteri, Laurent Mascarilla, et al.
  arXiv preprint arXiv:2301.13576, 2023  
  

2022

• Experimental IR meets multilinguality, multimodality, and interaction
  Alba G. Seco de Herrera, Bogdan Ionescu, Henning Müller, Renaud Péteri et al.
  13th International Conference of the CLEF Association, CLEF 2022, Bologna, Italy, September 5–8, 2022, Springer  
  
• ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications
  Alba G. Seco de Herrera, Bogdan Ionescu, Henning Müller, Renaud Péteri et al.
  European Conference on Information Retrieval. Cham: Springer International Publishing, 2022  
  

2021

• Three-Stream 3D/1D CNN for Fine-Grained Action Classification and Segmentation in Table Tennis
  Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Julien Morlier.
  4th International ACM Workshop on Multimedia Content Analysis in Sports, ACM Multimedia, Oct 2021, Chengdu, China.  
  
• 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), March 28 – April 1, 2021  
  
• Content-based multimedia indexing (CBMI 2018) [SI 1104]
  Renaud Péteri, Georges Quénot, Philippe Joly.
  Multimed Tools Appl (2021)  
  

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)  
  
• 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.
  Proceedings of RFIAP 2020, 23-26 Jun 2020, Vannes, France  
  
• 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, Julien Morlier
  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.  
  

Publication before 2019