ACM MMSports 2022

5th International ACM Workshop on Multimedia Content Analysis in Sports

Program (Monday Oct 10, 2022)

Session 1: Novel MM Analysis Approaches in Sports

Session Chair: Rainer Lienhart
Time slot Talk
8:50 - 9:00 Opening + Welcome
Rainer Lienhart (Universität Augsburg)
9:00 - 9:30 Keynote:
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations

Gabriel Van Zandycke (Sportradar AG), Vladimir Somers (Sportradar AG), Maxime Istasse (Sportradar AG), Carlo Del Don (Sportradar AG), Davide Zambrano (Sportradar AG)
9:30 - 9:50 Towards Automated Key-Point Detection in Images with Partial Pool View
Tim Woinoski (Simon Fraser University), Ivan V. Bajić (Simon Fraser University)
9:50 - 10:10 Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition
Alexander Gebhard (University of Augsburg), Andreas Triantafyllopoulos (University of Augsburg), Shahin Amiriparian (University of Augsburg), Sandra Ottl (University of Augsburg), Valerie Dieter (University Hospital Tuebingen), Maurice Gerczuk (University of Augsburg), Mirko Jaumann (HB Technologies AG), David Hildner (HB Technologies AG), Patrick Schneeweiß (University Hospital Tuebingen), Inka Rösel (University Hospital Tuebingen), Inga Krauß (University Hospital Tuebingen), Björn W. Schuller (University of Augsburg)
10:10 - 10:30 Video- and Location-based Analysis of Cycling Routes for Safety Measures and Fan Engagement
Pirlouit Dumez (ISEN Lille), Guillaume Prevost (ISEN Lille), Maarten Slembrouck (Ghent University - imec, IDLab), Jelle De Bock (Ghent University - imec, IDLab), Julien Marbaix (Ghent University - imec, IDLab), Steven Verstockt (Ghent University - imec, IDLab)
10:30 - 11:00 Coffee Break

Session 2: Analyses in Team Sports and Individual Sports

Session Chair: Hideo Saito
Time slot Talk
11:00 - 11:20 Action Recognition using Time-series Heat Maps of Joint Positions from Volleyball Match Videos
Akimasa Kondo (Keio University), Hideo Saito (Keio University), Shoji Yachida (NEC), Ryo Fujiwara (NEC)
11:20 - 11:40 BadmintonDB: A Badminton Dataset for Player-specific Match Analysis and Prediction
Kar-Weng Ban (Multimedia University), John See (Heriot-Watt University Malaysia), Junaidi Abdullah (Multimedia University), Yuen Peng Loh (Multimedia University)
11:40 - 12:00 Video-Based Detection of Combat Positions and Automatic Scoring in Jiu-jitsu
Valter Hudovernik (University of Ljubljana), Danijel Skočaj (University of Ljubljana)
12:00 - 12:20 Pass Evaluation in Women's Olympic Ice Hockey
Robyn Ritchie (Simon Fraser University), Alon Harell (Simon Fraser University), Phillip Shreeves (Simon Fraser University)
12:20 - 14:00 Lunch Break

Session 3: Analyses in Soccer

Session Chair: Rainer Lienhart
Time slot Talk
14:00 - 14:20 SoccerNet 2022 Challenges Results
Silvio Giancola (KAUST), Anthony Cioppa (University of Liège), Adrien Deliège (University of Liège), Floriane Magera (University of Liège, & EVS Broadcast Equipment), Vladimir Somers (Sportradar, UCLouvain, & EPFL), Le Kang (Baidu Research), Xin Zhou (Baidu Research), et. al.
14:20 - 14:40 STE: Spatio-Temporal Encoder for Action Spotting in Soccer Videos
Abdulrahman Darwish (German University in Cairo), Tallal El-Shabrway (German University in Cairo)
14:40 - 15:00 A Graph-Based Method for Soccer Action Spotting Using Unsupervised Player Classification
Alejandro Cartas (Universitat Pompeu Fabra), Coloma Ballester (Universitat Pompeu Fabra), Gloria Haro (Universitat Pompeu Fabra)
15:00 - 15:20 A Transformer-based System for Action Spotting in Soccer Videos
He Zhu (Tsinghua University), Junwei Liang (Tencent Youtu Lab), Chengzhi Lin (Sun Yat-sen University), Jun Zhang (Tencent Youtu Lab), Jianming Hu (Tsinghua University)
15:20 - 15:50 Coffee Break

Session 4: Competitions

Session Chairs: Gabriel Van Zandycke (UCLouvain), Davide Zambrano (Sportradar)
Time slot Talk
15:50 - 16:20 Announcements of the Winners of the 4 Challenges
Gabriel Van Zandycke (UCLouvain), Davide Zambrano (Sportradar)
16:20 - 18:00 Spotlight presentations of (a) challenge winners and (b) accepted challenge papers listed below:
  • KaliCalib: A Framework for Basketball Court Registration
    Adrien Maglo (Université Paris-Saclay, CEA, List), Astrid Orcesi (Université Paris-Saclay, CEA, List), Quoc-Cuong Pham (Université Paris-Saclay, CEA, List)
  • Dual Data Augmentation Method for Data-Deficient and Occluded Instance Segmentation
    Bo Yan (Ant Group), Yadong Li (Ant Group), Xingran Zhao (Ant Group), Hongbin Wang (Ant Group)
  • A Person Re-identification Approach Focusing on the Occlusion Problem and Ranking Optimization
    Wenkai Zheng (Beijing University of Posts and Telecommunications), Mei Yuan (Peking University)
  • CLIP-ReIdent: Contrastive Training for Player Re-Identification
    Konrad Habel (University of the Bundeswehr Munich), Fabian Deuser (University of the Bundeswehr Munich), Norbert Oswald (University of the Bundeswehr Munich)
  • Attention-Aware Multiple Granularities Network for Player Re-Identification
    Qi An (Beijing University of Posts and Telecommunications), Kuilong Cui (Beijing University of Posts and Telecommunications), Rongshuai Liu (Beijing University of Posts and Telecommunications), Chuanming Wang (Beijing University of Posts and Telecommunications), Mengshi Qi (Beijing University of Posts and Telecommunications), Huadong Ma (Beijing University of Posts and Telecommunications)