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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국지능시스템학회 INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS Vol.12 No.1
- 발행연도
- 2012.3
- 수록면
- 60 - 65 (6page)
이용수
초록· 키워드
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This paper presents a method for occluded object based motion estimation and tracking system in dynamic image sequences using particle filter with 3D reconstruction. A unique characteristic of this study is its ability to cope with partial occlusion based continuous motion estimation using particle filter inspired from the mirror neuron system in human brain. To update a prior knowledge about the shape or motion of objects, firstly, fundamental 3D reconstruction based occlusion tracing method is applied and object landmarks are determined. And optical flow based motion vector is estimated from the movement of the landmarks. When arbitrary partial occlusions are occurred, the continuous motion of the hidden parts of object can be estimated by particle filter with optical flow. The resistance of the resulting estimation to partial occlusions enables the more accurate detection and handling of more severe occlusions.
목차
Abstract
1. Introduction
2. Related Works
3. Proposed Method
4. Simulation
5. Conclusion
References
참고문헌 (16)
참고문헌 신청
T. Yang / 2005 / Real-time multiple objects tracking with occlusion handling in dynamic scenes / IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005 (CVPR 2005) 1:970~975
H. T. Nguyen / 2004 / Fast occluded object tracking by a robust appearance filter / IEEE Transactions on Pattern Analysis and Machine Intelligence 26(8):1099~1104
G. Rizzolatti / 2004 / The mirror-neuron system. / Annual review of neuroscience 27:169~192
이동현 / 2005 / 스테레오 카메라를 이용한 실내환경의 3차원 복원에 관한 연구 / 한국지능시스템학회 논문지 15(1):42~47
A. Blake / 1993 / A framework for spatio-temporal control in the tracking of visual contour / International Journal of Computer Vision 11(2):127~145
H. T. Nguyen / 2004 / Fast occluded object tracking by a robust appearance filter / IEEE Transactions on Pattern Analysis and Machine Intelligence 26(8):1099~1104
G. Rizzolatti / 2004 / The mirror-neuron system. / Annual review of neuroscience 27:169~192
이동현 / 2005 / 스테레오 카메라를 이용한 실내환경의 3차원 복원에 관한 연구 / 한국지능시스템학회 논문지 15(1):42~47
A. Blake / 1993 / A framework for spatio-temporal control in the tracking of visual contour / International Journal of Computer Vision 11(2):127~145
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