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Study on the Real-Time Moving Object Tracking using Fuzzy Controller  

Kim Gwan-Hyung (동명대학교 컴퓨터공학과)
Kang Sung-In (동명대학교 컴퓨터공학과)
Lee Jae-Hyun (동명대학 모바일웹마)
Abstract
This paper presents the moving object tracking method using vision system. In order to track object in real time, the image of moving object have to be located the origin of the image coordinate axes. Accordingly, Fuzzy Control System is investigated for tracking the moving object, which control the camera module with Pan/Tilt mechanism. Hereafter, so the this system is applied to mobile robot, we design and implement image processing board for vision system. Also fuzzy controller is implemented to the StrongArm board. Finally, the proposed fuzzy controller is useful for the real-time moving object tracking system by experiment.
Keywords
Object tracking; Fuzzy controller; Image processing; Camera; StrongArm;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 R. M. Inigo, E. S. Mcvey, B. J. Berger, M. J. Wirtz, 'Machine vision applied to vehicle guidance', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.6, pp820-826, 1984   DOI   ScienceOn
2 Anup Basu and Kavita Ravi, 'Active Camera Calibration Using Pan, Tilt and Roll', IEEE Transactions on Systems, Man, and Cybernetics, vol.27, No.3, pp559-566, JUNE 1997   DOI   ScienceOn
3 Milan Sonka, Vaclav Hlavac, Roger Boyer, 'Image Processing, Analysis and Machine vision', Champ-man & Hall. Computing, 1993
4 김관형, 강성인, 이태오, '신경회로망을 이용한 지능형 가공 시스템 제어기 구현', 한국해양정보통신학회 논문지 Vol 8, pp1135-1141, 2004
5 de Silva, C.W., 'Intelligent Machines', CRC press, 2000
6 Jae-Hyun Lee, Sang-Bae Lee, 'Implementation of an intelligent digital switchboard system', Engineering Applications of Artificial Intelligence, vol 15, pp465-477, 2002   DOI   ScienceOn
7 Jie Wei, Ze-Nian Li, 'On Acitve Camera Control and Camera Motion Recovery with Foveate Wavelet Transform', IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, no.8, pp896-903, August 2001   DOI   ScienceOn
8 Don Murry, Anup Basu, 'Motion Tracking With an Active Camera', IEEE Transaction on Pattern Analysis and Machine Intelligence, vol.16, no.5, 1994