Study and Implementation of Color-based Object Tracking in Monocular Image Sequences

被引：0
|
作者：
Mehmood, Muhammad Owais [1 ]
机构：
[1] NED Univ Engn & Technol, Dept Elect Engn, Karachi, Pakistan
来源：
2009 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT: SCORED 2009, PROCEEDINGS | 2009年
关键词：
Machine vision; Image matching; Image motion analysis; Image Processing; Pattern Recognition;
D O I：
10.1109/SCORED.2009.5443273
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Kernel tracking of density-based appearance models is implemented in this paper for real-time object tracking applications. First a ROI, i.e., the region of interest is selected in real-time to create a model. Then the matching and locating of the search object is achieved by using mean-shift algorithm. Experimental results show that this method can find perform object tracking with adaptation to scale and translation, robustness to noise and handling of occlusion.
引用
收藏
页码：109 / 111
页数：3
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