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
Link To Document :
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