Title :
Extraction of Baseball Trajectory and Physics-Based Validation for Single-View Baseball Video Sequences
Author :
Chu, Wei-Ta ; Wang, Chia-Wei ; WU, JA-LING
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ., Taipei
Abstract :
To enrich the viewing experience of baseball games and provide some clues for enhancing pitcher´s performance, we propose a Kalman filter-based approach to track ball trajectory from single-view pitching sequences. Without setting extraordinary equipments in stadiums or other sensing instruments, this approach robustly extracts ball trajectory for pitching sequences captured from TV channels or downloaded from the Internet. To validate the detected ball trajectories, we investigate the characteristics of ball trajectories on the basis of a baseball physical model. The effectiveness of ball trajectory extraction and ball position detection are presented
Keywords :
Internet; Kalman filters; feature extraction; image enhancement; image sequences; object detection; television; video signal processing; Internet; Kalman filter; TV channel; ball position detection; baseball trajectory extraction; physics-based validation; single-view pitching sequence; video sequence; Games; Information filtering; Information filters; Instruments; Internet; Kalman filters; Robustness; TV; Trajectory; Video sequences;
Conference_Titel :
Multimedia and Expo, 2006 IEEE International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0366-7
Electronic_ISBN :
1-4244-0367-7
DOI :
10.1109/ICME.2006.262905