Data-Free Prior Model for Upper Body Pose Estimation and Tracking

Video based human body pose estimation seeks to estimate the human body pose from an image or a video sequence, which captures a person exhibiting some activities. To handle noise and occlusion, a pose prior model is often constructed and is subsequently combined with the pose estimated from the ima...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 22; no. 12; pp. 4627 - 4639
Main Authors:	Chen, Jixu, Nie, Siqi, Ji, Qiang
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.12.2013 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Applied sciences Benchmarking Biological system modeling Biomechanical Phenomena - physiology Body pose estimation body pose model Data models Databases, Factual Detection, estimation, filtering, equalization, prediction Exact sciences and technology Human body Humans Image processing Image Processing, Computer-Assisted - methods Information, signal and communications theory Knowledge management knowledge-based model Models, Biological Motion perception Motion pictures Pose estimation Posture - physiology Signal and communications theory Signal processing Signal, noise Small mammals Telecommunications and information theory Three dimensional Tracking Training data Transaction processing Performance evaluation Target tracking knowledge-based model body pose model Video signal Knowledge base Video recording Learning Biomechanics Human body model Body pose estimation Image sequence Position measurement Signal processing Motion detection
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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