Vision-based human motion analysis: An overview

Vision-based human motion analysis: An overview,10.1016/j.cviu.2006.10.016,Computer Vision and Image Understanding,Ronald Poppe

Vision-based human motion analysis: An overview   (Citations: 143)
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Abstract Markerless vision-based human motion analysis has the potential to provide an inexpensive, non-obtrusive solution for the estimation of body poses. The significant research effort in this domain has been motivated by the fact that many application areas, including sur- veillance, Human–Computer Interaction and automatic annotation, will benefit from a robust solution. In this paper, we discuss the characteristics of human,motion,analysis. We divide the analysis into a modeling,and an estimation phase. Modeling is the construction of the likelihood function, estimation is concerned with finding the most likely pose given the likelihood surface. We discuss model-free approaches,separately. This taxonomy,allows us to highlight trends in the domain,and to point out limitations of the current state of the art. 2007 Elsevier Inc. All rights reserved. Keywords: Human,motion,analysis; Pose estimation; Computer,vision
Journal: Computer Vision and Image Understanding - CVIU , vol. 108, no. 1-2, pp. 4-18, 2007
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