The template update problem 论文

2004IEEE Transactions on Pattern Analysis and Machine Intelligence引用 762
Video Surveillance and Tracking MethodsAdvanced Image and Video Retrieval TechniquesVideo Analysis and Summarization

详细信息

发表期刊/会议
IEEE Transactions on Pattern Analysis and Machine Intelligence
发表日期
2004-04-26
发表年份
2004

关键词

Video Surveillance and Tracking MethodsAdvanced Image and Video Retrieval TechniquesVideo Analysis and Summarization

摘要

Template tracking dates back to the 1981 Lucas-Kanade algorithm. One question that has received very little attention, however, is how to update the template so that it remains a good model of the tracked object. We propose a template update algorithm that avoids the "drifting" inherent in the naive algorithm.