Publications

Google Scholar profile

2025

Submited

• 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  
  
• Compact Image Transformer Based on Convolutional Variational Autoencoder with Augmented Attention Backbone for Target Recognition in Infrared Images
  Bilel Nebili, Atmane Khellal, Abdelkrim Nemra, Said Yacine Boulahia, Laurent Mascarilla
  Arabian Journal for Science and Engineering, vol. 49, no. 3, 2024, pp. 3383–3396  
  

2023

• Multi-model fusion of encoding methods-based visual words for target recognition in infrared images
  Bilel Nebili, Atmane Khellal, Abdelkrim Nemra, Laurent Mascarilla
  Unmanned Systems, vol. 11, no. 4, 2023, pp. 351–366  
  
• Augmented convolutional neural network models with relative multi-head attention for target recognition in infrared images
  Bilel Nebili, Atmane Khellal, Abdelkrim Nemra, Laurent Mascarilla
  Unmanned Systems, vol. 11, no. 3, 2023, pp. 221–230  
  
• 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

• Extraction du fouillis de mer par approche variationnelle et par réseau de neurones
  Jordan Michelet, Laurent Mascarilla, Henry Chandran, Michel Berthier
  Journées ENVIREM DGA 20222  
  

2021

• Sports video: Fine-grained action detection and classification of table tennis strokes from videos for MediaEval 2021
  Pierre-Emmanuel Martin, Jordan Calandre, Benjamin Mansencal, Jacques Benois-Pineau, Renaud Péteri, Laurent Mascarilla, et al.
  arXiv preprint arXiv:2112.11384, 2021  
  
• Table Tennis ball kinematic parameters estimation from non-intrusive single-view videos
  Jordan Calandre, Renaud Péteri, Laurent Mascarilla, Benois Tremblais
  Proceedings of the International Conference on Content-Based Multimedia Indexing (CBMI), Lille, France, 2021  
  
• Geometric segmentation of sea clutter in coherent radar images: Range–Doppler map versus range–time–intensity map
  Jordan Michelet, Laurent Mascarilla, Henry Chandran, Michel Berthier
  IEEE Transactions on Aerospace and Electronic Systems, vol. 57, no. 4, 2021, pp. 2278–2287  
  
• Sports video classification: Classification of strokes in table tennis for MediaEval 2020
  Pierre-Emmanuel Martin, Jacques Benois-Pineau, Benjamin Mansencal, Renaud Péteri, Laurent Mascarilla, et al.
  MediaEval Workshop, 2021  
  
• 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  
  

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
  Actes du Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), 2020  
  
• Four-stream network and dynamic images for sports video classification: classification of strokes in table tennis
  Jordan Calandre, Renaud Péteri, Laurent Mascarilla
  MediaEval 2020 Workshop, Group (Serve/Offensive/Defensive), pp. 65–82