標題: A baseball exploration system using spatial pattern recognition
作者: Chen, Hua-Tsung
Hsiao, Ming-Ho
Chen, Hsuan-Shen
Tsai, Wen-Jiin
Lee, Suh-Yin
資訊工程學系
Department of Computer Science
公開日期: 2008
摘要: Despite a lot of research efforts in baseball video processing, little work has been done in analyzing the detailed process and ball movement of the batting content. This paper proposes a novel system to automatically summarize the progress of each batting in baseball videos. Utilizing the strictly-defined specifications of the baseball field, the system recognizes the spatial patterns in each frame and identifies what region of the baseball field is currently focused. Finally, an annotation string which abstracts the batting content is generated. With the annotation strings, the system is able to make descriptions and provide exploration for baseball videos, so that users can be given a further insight into the game quickly. The experiments on broadcast baseball videos of MLB and JPB show promising results.
URI: http://hdl.handle.net/11536/31220
ISBN: 978-1-4244-2078-0
ISSN: 0271-4302
期刊: PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10
起始頁: 3522
結束頁: 3525
Appears in Collections:Conferences Paper