Title :
Pitch-by-Pitch Extraction from Single View Baseball Video Sequences
Author :
Chen, Hsuan-Sheng ; Chen, Hua-Tsung ; Tsai, Wen-Jiin ; Lee, Suh-Yin ; Yu, Jen-Yu
Author_Institution :
Nat. Chiao-Tung Univ., Hsinchu
Abstract :
This paper presents a novel method for reducing a baseball video segment from one batter to next batter into a more compact pitch-by-pitch video by pitching ball trajectory detection. The pitch-by-pitch video shows the complete pitching and batting process and largely reduces the source video data, making pitching analysis of broadcast baseball sequences an easier task. The proposed method has been tested for several long sequences, and promising results are reported.
Keywords :
feature extraction; image segmentation; image sequences; object detection; sport; video signal processing; baseball video segmentation; broadcast baseball sequences; pitch-by-pitch extraction; pitching ball trajectory detection; single view baseball video sequence; video broadcasting; Broadcasting; Change detection algorithms; Data analysis; Data mining; Event detection; Games; Information analysis; Multimedia communication; Object detection; Video sequences;
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
DOI :
10.1109/ICME.2007.4284927