ACM MMSports 2023
6th International ACM Workshop on Multimedia Content Analysis in Sports
Program (Sunday Oct 29, 2023)
Starting with the event date, the proceedings material will be available in the ACM DL.We have assigned a 15 minute slot to every regular and competition paper. Plan to present for 10-12 minutes and allow 3-5 minutes questions and answers (Q&A).
Session 1: Novel MM Analysis Approaches in Sports
Session Chair: Rainer Lienhart| Time slot | Talk |
|---|---|
| 8:25 - 8:30 | Opening + Welcome Rainer Lienhart (Universität Augsburg) |
| 8:30 - 8:45 |
Expected Goals Prediction in Professional Handball using Synchronized Event and Positional Data Michael Adams, Alexander David, Marc Hesse, Ulrich Rückert |
| 8:45 - 9:00 | Automatic Edge Error Judgment in Figure Skating Using 3D Pose Estimation from a Monocular Camera and IMUs Ryota Tanaka, Tomohiro Suzuki, Kazuya Takeda, Keisuke Fujii |
| 9:00 - 9:15 | SkiTech: An Alpine Skiing and Snowboarding Dataset of 3D Body Pose, Sole Pressure, and Electromyography Erwin Wu, Takashi Matsumoto, Chen-Chieh Liao, RUOFAN LIU, Hidetaka Katsuyama, Yuki Inaba, Noriko Hakamada, Yusuke Yamamoto, YUSUKE ISHIGE, Hideki Koike |
| 9:15 - 9:30 | Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning Alexander Kathan, Shahin Amiriparian, Alexander Gebhard, Andreas Triantafyllopoulos, Maurice Gerczuk, Björn Wolfgang Schuller |
| 9:30 - 9:45 | Generating Factually Consistent Sport Highlights Narrations Noah Sarfati, Ido Yerushalmy, Yosi Keller, Michael Chertok |
| 9:45 - 10:00 | DeepSportradar-v2: A Multi-Sport Computer Vision Dataset for Sport Understanding Maxime Istasse, Vladimir Somers, Pratheeban Elancheliyan, Jaydeep De, Davide Zambrano |
| 10:00 - 10:30 | Coffee Break |
Session 2: Analyses in Individual Sports and Team Sports
Session Chair: Hideo Saito| Time slot | Talk |
|---|---|
| 10:30 - 10:45 |
Video-based Skill Assessment for Golf: Estimating Golf Handicap
Christian Keilstrup Ingwersen, Artur Xarles, Albert Clapés, Meysam Madadi, Janus Nørtoft Jensen, Morten Rieger Hannemose, Anders Dahl, Sergio Escalera |
| 10:45 - 11:00 | Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking Amir Mohammad Mansourian, Vladimir Somers, Christophe De Vleeschouwer, Shohreh Kasaei |
| 11:00 - 11:15 | Context-Aware 3D Object Localization from Single Calibrated Images: A Study of Basketballs Marcello Davide Caio, Gabriel Van Zandycke, Christophe De Vleeschouwer |
| 11:15 - 11:30 | Event-based High-speed Ball Detection in Sports Video Takuya Nakabayashi, Akimasa Kondo, Kyota Higa, Andreu Girbau, Shin'ichi Satoh, Hideo Saito |
| 11:30 - 11:45 | Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis Jerrin Bright, Yuhao Chen, John S. Zelek |
| 11:45 - 12:00 | Rink-Agnostic Hockey Rink Registration Jia Cheng Shang, Yuhao Chen, Mohammad Javad Shafiee, David Anthony Clausi |
| 12:30 - 14:00 | Lunch Break |
Session 3: Keynote and Analyses in Soccer
Session Chair: Rainer Lienhart| Time slot | Talk |
|---|---|
| 13:30 - 14:00 |
Keynote: AI for Youth Sports: Democratizing Professional Sport Analytics Tools Mehrsan Javan, Co-Founder, Chief Technology Officer Sportlogiq, Montreal, Canada |
| 14:00 - 14:15 |
ASTRA: An Action Spotting TRAnsformer for Soccer Videos Artur Xarles, Sergio Escalera, Thomas B. Moeslund, Albert Clapés |
| 14:15 - 14:30 | Dynamic NeRFs for Soccer Scenes Sacha Lewin, Maxime Vandegar, Thomas Hoyoux, Olivier Barnich, Gilles Louppe |
| 14:30 - 14:45 | Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos Bavesh Balaji, Jerrin Bright, Harish Prakash, Yuhao Chen, David Anthony Clausi, John S. Zelek |
| 14:45 - 15:30 | Coffee Break |
Session 4: Competitions
Session Chair: Davide Zambrano (Sportradar)| Time slot | Talk |
|---|---|
| 15:30 - 15:45 |
Announcements of the Winners of the 3 Challenges Davide Zambrano (Sportradar) |
| 15:45 - 17:00 | Spotlight presentations of (a) challenge winners and (b) accepted challenge papers listed below:
|