지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2008.6
- 수록면
- 787 - 795 (9page)
이용수
초록· 키워드
오류제보하기
Human recognition on camera is an interesting topic in computer vision. While fingerprint and face recognition have been become common, gait is considered as a new biometric feature for distance recognition. In this paper, we propose a gait recognition algorithm based on the knee angle, 2 feet distance, walking velocity and head direction of a person who appear in camera view on one gait cycle. The background subtraction method firstly use for binary moving object extraction and then base on it we continue detect the leg region, head region and get gait features (leg angle, leg swing amplitude). Another feature, walking speed, also can be detected after a gait cycle finished. And then, we compute the errors between calculated features and stored features for recognition. This method gives good results when we performed testing using indoor and outdoor landscape in both lateral, oblique view.
목차
ABSTRACT
1. INTRODUCTION
2. WALKING FEATURES EXTRACTION AND RECOGNITION
3. EXPERIMENTAL RESULTS
4. DISCUSSION AND FUTURE WORK
5. CONCLUSION
ACKNOWLEDGMENT
REFERENCES
참고문헌 (13)
참고문헌 신청
1. [학술대회논문] - L. Lee / 2002 / Gait appearance for recognition / Post-ECCV Workshop on Biometric Authentication
2. [학술지(정기간행물)] - M.S. Nixon / 1999 / Automatic Gait Recognition. In Motion Analysis and Tracking / IEEE 3 : 1 ~ 6
3. [학술대회논문] - A. F. Bobick / 2001 / Gait Recognition Using Static Activity-specific parameters / IEEE Computer Society Conference on Computer Vision and Pattern Recognition(CVPR ’01) : 423 ~ 430
4. [학술지(정기간행물)] - Ross Cutler / 2000 / Robust real-time periodic motion detection, analysis, and applications / IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (8) : 781 ~ 796
5. [학술지(정기간행물)] - Ben-Arie, J. / 2002 / Human Activity Recognition Using Multidimensional Indexing / IEEE Trans.on Pattern Analysis and Machine Intelligence 24 (8)
2. [학술지(정기간행물)] - M.S. Nixon / 1999 / Automatic Gait Recognition. In Motion Analysis and Tracking / IEEE 3 : 1 ~ 6
3. [학술대회논문] - A. F. Bobick / 2001 / Gait Recognition Using Static Activity-specific parameters / IEEE Computer Society Conference on Computer Vision and Pattern Recognition(CVPR ’01) : 423 ~ 430
4. [학술지(정기간행물)] - Ross Cutler / 2000 / Robust real-time periodic motion detection, analysis, and applications / IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (8) : 781 ~ 796
5. [학술지(정기간행물)] - Ben-Arie, J. / 2002 / Human Activity Recognition Using Multidimensional Indexing / IEEE Trans.on Pattern Analysis and Machine Intelligence 24 (8)
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UCI(KEPA) : I410-ECN-0101-2012-004-004431499