Tracking a person with pre-recorded image database and a pan, tilt, and zoom camera

被引:31
作者
Ye, YM
Tsotsos, JK
Harley, E
Bennet, K
机构
[1] IBM Corp, Thomas J Watson Res Ctr, Yorktown Hts, NY 10598 USA
[2] York Univ, Dept Comp Sci, N York, ON M3J 1P3, Canada
[3] Univ Toronto, Dept Comp Sci, Toronto, ON M5S 1A4, Canada
[4] IBM Corp, Canada Ctr Adv Studies, N York, ON M3C 1H7, Canada
关键词
tracking; sensor planning; image database; image difference; segmentation;
D O I
10.1007/s001380050122
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
This paper proposes a novel tracking strategy that can robustly track a person or other object within a fixed environment using a pan, tilt, and zoom camera with the help of a pre-recorded image database. We define a set of camera states which is sufficient to survey the environment for the target. Background images for these camera states are stored as an image database. During tracking, camera movements are restricted to these states. Tracking and segmentation are simplified, as each tracking image can be compared with the corresponding pre-recorded background image.
引用
收藏
页码:32 / 43
页数:12
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