Extraction and representation of human body for pitching style recognition in broadcast baseball video

Hua Tsung Chen*, Chien Li Chou, W. J. Tsai, Suh Yin Lee, Jen Yu Yu

*此作品的通信作者

研究成果: Conference contribution同行評審

11 引文 斯高帕斯(Scopus)

摘要

In baseball games, different release points of pitchers form several kinds of pitching styles. Different pitching styles possess individual advantages. This paper presents a novel pitching style recognition approach for automatic generation of game information and video annotation. First, an effective object segmentation algorithm is designed to compute the body contour and extract the pitcher's body. Then, star skeleton is used as the representative descriptor of the pitcher posture for pitching style recognition. The proposed approach has been tested on broadcast baseball video and the promising experimental results validate the robustness and practicability.

原文English
主出版物標題Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011
DOIs
出版狀態Published - 7 11月 2011
事件2011 12th IEEE International Conference on Multimedia and Expo, ICME 2011 - Barcelona, Spain
持續時間: 11 7月 201115 7月 2011

出版系列

名字Proceedings - IEEE International Conference on Multimedia and Expo
ISSN(列印)1945-7871
ISSN(電子)1945-788X

Conference

Conference2011 12th IEEE International Conference on Multimedia and Expo, ICME 2011
國家/地區Spain
城市Barcelona
期間11/07/1115/07/11

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