Event Detection in Baseball Videos Using Genetic Algorithm Optimization

摘要：

We proposed a novel approach for event detection in baseball videos. Different from the previous approaches that employ image processing and machine learning techniques, we integrate the webcast text information to assist in video content analysis. In particular, the proposed approach applies a genetic algorithm to detect video events by associating the video content with the webcast text through unsupervised learning methods. Experimental results show that the proposed approach is robust against various styles of baseball videos.

作者: Po-Chih Lin Sheng Yang Li Chih-Yi Chiu

作者单位: Department of Computer Science and Information Engineering, National Chiayi University

会议类型: 国际会议

会议名称: 2011亚太信号与信息处理协会年度峰会(APSIPAASC 2011)

会议地点: 西安

会议语种:英文

页码: 1-4

在线出版日期: 2011-10-18（万方平台首次上网日期，不代表论文的发表时间）