View-based interpretation of real-time optical flow for gesture recognition

被引:71
作者
Cutler, R [1 ]
Turk, M [1 ]
机构
[1] Univ Maryland, College Pk, MD 20742 USA
来源
AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS | 1998年
关键词
D O I
10.1109/AFGR.1998.670984
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We have developed a real-time, view-based gesture recognition system. Optical pow is estimated and segmented into motion blobs. Gestures are recognized using a rule-based technique based on characteristics of the motion blobs such as relative motion and size. Parameters of the gesture (e.g., frequency) are then estimated using context specific techniques. The system has been applied to create an interactive environment for children.
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页码:416 / 421
页数:2
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