3-D human motion sensing by artificial retina chips

被引:0
|
作者
Kage, H [1 ]
Tanaka, K [1 ]
Kyuma, K [1 ]
机构
[1] Mitsubishi Elect Co, Adv Technol R&D Ctr, Dept Neural & Parallel Proc Technol, Amagasaki, Hyogo 661, Japan
关键词
D O I
10.1109/AFGR.1998.671001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We aim at capturing 3-D human motion from stereo images in real time without any attached markers. Our strategy comprises two tasks: identification of body parts and motion assignment to them We used a pair of artificial retina chips for implementing stereo vision. In this paper, we introduced three algorithms. The first algorithm is the 3-D motion extraction based on optical flow analysis, and we showed its performance with 3-D CG. The second algorithm is to localize an image region including a human head by frame subtraction. The final algorithm is to extract the head rotation in depth. We successfully dicriminated four kinds of head rotations. To show the performance, we built a demo system and realized that each rotation could be reflected on a head CG model.
引用
收藏
页码:522 / 527
页数:2
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