DocumentCode
2864402
Title
3-D human motion sensing by artificial retina chips
Author
Kage, Hiroshi ; Tanaka, Ken-Ichi ; Kyuma, Kazuo
Author_Institution
Dept. of Neural & Parallel Technol., Mitsubishi Electr. Corp., Amagasaki, Japan
fYear
1998
fDate
14-16 Apr 1998
Firstpage
522
Lastpage
527
Abstract
The authors aim at capturing 3D human motion from stereo images in real time without any attached markers. Their strategy comprises two tasks: identification of body parts and motion assignment to them. They used a pair of artificial retina chips for implementing stereo vision. They introduced three algorithms. The first algorithm is 3D motion extraction based on optical flow analysis, and they showed its performance with 3D 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. They successfully discriminated four kinds of head rotations. To demonstrate the performance, they built a demo system and realized that each rotation could be reflected on a head CG model
Keywords
digital signal processing chips; identification; image recognition; image sensors; image sequences; motion estimation; real-time systems; rotation; stereo image processing; 3D human motion sensing; 3D motion extraction; algorithm; artificial retina chips; body part identification; frame subtraction; head rotation extraction; human head; image region localization; motion assignment; optical flow analysis; real time system; stereo images; stereo vision; Character generation; Head; Humans; Image analysis; Image motion analysis; Motion analysis; Optical sensors; Performance analysis; Retina; Stereo vision;
fLanguage
English
Publisher
ieee
Conference_Titel
Automatic Face and Gesture Recognition, 1998. Proceedings. Third IEEE International Conference on
Conference_Location
Nara
Print_ISBN
0-8186-8344-9
Type
conf
DOI
10.1109/AFGR.1998.671001
Filename
671001
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