Sport Action Recognition with Siamese Spatio-Temporal CNNs: Application to Table Tennis. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (CBMI, 2018)

Fine-Grained Action Detection and Classification in Table Tennis with Siamese Spatio-Temporal Convolutional Neural Network. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri (ICIP, 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 (ICIP, 2019)

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 (MediaEval, 2019)

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; Julien Morlier (MediaEval, 2019)

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 (ICPR, 2020)

Features Understanding in 3D CNNs for Actions Recognition in Video. - Kazi Ahmed Asif Fuad; Pierre-Etienne Martin; Romain Giot; Romain Bourqui; Jenny Benois-Pineau; Akka Zemmari (IPTA, 2020)

Classification of Strokes in Table Tennis with a Three Stream Spatio-Temporal CNN for MediaEval 2020. - Pierre-Etienne Martin; Jenny Benois-Pineau; Boris Mansencal; Renaud Péteri; Julien Morlier (MediaEval, 2020)

Sports Video Classification: Classification of Strokes in Table Tennis for MediaEval 2020. - Pierre-Etienne Martin; Jenny Benois-Pineau; Boris Mansencal; Renaud Péteri; Laurent Mascarilla; Jordan Calandre; Julien Morlier (MediaEval, 2020)

Fine grained sport action recognition with Twin spatio-temporal convolutional neural networks. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Julien Morlier (Multim. Tools Appl., 2020)

Fine-Grained Action Detection and Classification from Videos with Spatio-Temporal Convolutional Neural Networks. Application to Table Tennis. (Détection et classification fines d'actions à partir de vidéos par réseaux de neurones à convolutions spatio-temporelles. Application au tennis de table). - Pierre-Etienne Martin (2020)

3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Akka Zemmari; Julien Morlier (Multi-faceted Deep Learning, 2021)

Spatio-Temporal CNN Baseline Method for the Sports Video Task of MediaEval 2021 Benchmark. - Pierre-Etienne Martin (MediaEval, 2021)

Sports Video: Fine-Grained Action Detection and Classification of Table Tennis Strokes from videos for MediaEval 2021. - Pierre-Etienne Martin; Jordan Calandre; Boris Mansencal; Jenny Benois-Pineau; Renaud Péteri; Laurent Mascarilla; Julien Morlier (MediaEval, 2021)

Two Stream Network for Stroke Detection in Table Tennis. - Anam Zahra; Pierre-Etienne Martin (MediaEval, 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 (MMSports@MM, 2021)

Fine-Grained Action Detection with RGB and Pose Information using Two Stream Convolutional Networks. - Leonard Hacker; Finn Bartels; Pierre-Etienne Martin (MediaEval, 2022)

Baseline Method for the Sport Task of MediaEval 2022 with 3D CNNs using Attention Mechanism. - Pierre-Etienne Martin (MediaEval, 2022)

Sport Task: Fine Grained Action Detection and Classification of Table Tennis Strokes from Videos for MediaEval 2022. - Pierre-Etienne Martin; Jordan Calandre; Boris Mansencal; Jenny Benois-Pineau; Renaud Péteri; Laurent Mascarilla; Julien Morlier (MediaEval, 2022)

3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition. - Pierre-Etienne Martin; Jenny Benois-Pineau; Renaud Péteri; Akka Zemmari; Julien Morlier (CoRR, 2022)

Dataset Generation and Bonobo Classification from Weakly Labelled Videos. - Pierre-Etienne Martin (IntelliSys (2), 2023)

Computer Vision for Analyzing Children's Lived Experiences. - Anam Zahra; Pierre-Etienne Martin; Manuel Bohn; Daniel Haun (IntelliSys (2), 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)

Baseline Method for the Sport Task of MediaEval 2023 3D CNNs using Attention Mechanisms for Table Tennis Stoke Detection and Classification. - Pierre-Etienne Martin (MediaEval, 2023)

Baseline Method for the Sport Task of MediaEval 2022 with 3D CNNs using Attention Mechanisms. - Pierre-Etienne Martin (CoRR, 2023)