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
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.10 No.4
- 발행연도
- 2015.7
- 수록면
- 1,910 - 1,914 (5page)
이용수
초록· 키워드
오류제보하기
Human posture recognition is an attractive and challenging topic in computer vision due to its promising applications in the areas of personal health care, environmental awareness, humancomputer-interaction and surveillance systems. Human posture recognition in video sequences consists of two stages: the first stage is training and evaluation and the second is deployment. In the first stage, the system is trained and evaluated using datasets of human postures to ‘teach’ the system to classify human postures for any future inputs. When the training and evaluation process is deemed satisfactory as measured by recognition rates, the trained system is then deployed to recognize human postures in any input video sequence. Different classifiers were used in the training such as Multilayer Perceptron Feedforward Neural networks, Self-Organizing Maps, Fuzzy C Means and K Means. Results show that supervised learning classifiers tend to perform better than unsupervised classifiers for the case of human posture recognition.
목차
Abstract
1. Introduction
2. System Descriptions
3. Pre-processing and Tracking
4. Evaluation Criteria
5. Results and Analysis
6. Conclusion
References
참고문헌 (11)
참고문헌 신청
[학술대회논문] - Guo / 2006 / Projection histogram based human posture recognition / Signal Processing, The 8th International Conference on 2
[학술대회논문] - S. Iwasawa / 1998 / Real-time human posture estimation using monocular thermal images / Third IEEE International Conference on Automatic Face and Gesture Recognition, 1998 : 492 ~ 497
[학술대회논문] - L.H.W. Aloysius / 2004 / Human posture recognition in video sequence using pseudo 2-D hidden Markov models / Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
[학술대회논문] - M. Rahman / 2002 / Human Posture Recognition: A Proposal for Mean Eigenspace / SICE-ANNUAL CONFERENCE-, SICE; 1999 : 2456 ~ 2459
[학위논문] - B. Boulay / 2007 / Human posture recognition for behaviour understanding / 박사 / Universite de Nice-Sophia Antipolis
[학술대회논문] - S. Iwasawa / 1998 / Real-time human posture estimation using monocular thermal images / Third IEEE International Conference on Automatic Face and Gesture Recognition, 1998 : 492 ~ 497
[학술대회논문] - L.H.W. Aloysius / 2004 / Human posture recognition in video sequence using pseudo 2-D hidden Markov models / Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
[학술대회논문] - M. Rahman / 2002 / Human Posture Recognition: A Proposal for Mean Eigenspace / SICE-ANNUAL CONFERENCE-, SICE; 1999 : 2456 ~ 2459
[학위논문] - B. Boulay / 2007 / Human posture recognition for behaviour understanding / 박사 / Universite de Nice-Sophia Antipolis
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