18 citations · 30 across the 6 of their papers we have counts for
8 papers
SoccerNet 2026 Challenges Results
Anthony Cioppa, Silvio Giancola, Håkan Ardö +102
The SoccerNet 2026 Challenges constitute the sixth annual edition of the SoccerNet open benchmarking effort, dedicated to advancing computer vision research in sports video underst…
FOOTPASS: A Multi-Modal Multi-Agent Tactical Context Dataset for Play-by-Play Action Spotting in Soccer Broadcast Videos
Jeremie Ochin, Raphael Chekroun, Bogdan Stanciulescu +1
Soccer video understanding has motivated the creation of datasets for tasks such as temporal action localization, spatiotemporal action detection (STAD), or multiobject tracking (M…
Beyond Pixels: Leveraging the Language of Soccer to Improve Spatio-Temporal Action Detection in Broadcast Videos
Jeremie Ochin, Raphael Chekroun, Bogdan Stanciulescu +1
State-of-the-art spatio-temporal action detection (STAD) methods show promising results for extracting soccer events from broadcast videos. However, when operated in the high-recal…
Game State and Spatio-temporal Action Detection in Soccer using Graph Neural Networks and 3D Convolutional Networks
Jeremie Ochin, Guillaume Devineau, Bogdan Stanciulescu +1
Soccer analytics rely on two data sources: the player positions on the pitch and the sequences of events they perform. With around 2000 ball events per game, their precise and exha…
Deep state-space modeling for explainable representation, analysis, and generation of professional human poses
Brenda Elizabeth Olivas-Padilla, Alina Glushkova, Sotiris Manitsaris
The analysis of human movements has been extensively studied due to its wide variety of practical applications, such as human-robot interaction, human learning applications, or cli…
Motion Capture Benchmark of Real Industrial Tasks and Traditional Crafts for Human Movement Analysis
Brenda Elizabeth Olivas-Padilla, Alina Glushkova, Sotiris Manitsaris
Human movement analysis is a key area of research in robotics, biomechanics, and data science. It encompasses tracking, posture estimation, and movement synthesis. While numerous m…
Computational ergonomics for task delegation in Human-Robot Collaboration: spatiotemporal adaptation of the robot to the human through contactless gesture recognition
Brenda Elizabeth Olivas-Padilla, Dimitris Papanagiotou, Gavriela Senteri +2
The high prevalence of work-related musculoskeletal disorders (WMSDs) could be addressed by optimizing Human-Robot Collaboration (HRC) frameworks for manufacturing applications. In…
3D Reconstruction of Deformable Revolving Object under Heavy Hand Interaction
Raoul de Charette, Sotiris Manitsaris
We reconstruct 3D deformable object through time, in the context of a live pottery making process where the crafter molds the object. Because the object suffers from heavy hand int…