Recent developments in human motion analysis
Citations
3,137 citations
Cites background from "Recent developments in human motion..."
...Various representations of the object are used in practice, for example, points [2], [3], [4], articulated models [5], [6], [7], contours [8], [9], [10], [11], or optical flow [12], [13], [14]....
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2,738 citations
2,321 citations
Cites background from "Recent developments in human motion..."
...Some efforts have been made in this direction [176] and the major existing methods for behavior understanding are outlined in the following. a) Dynamic time warping (DTW): DTW is a template-based dynamic programming matching technique widely used in the algorithms for speech recognition....
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2,282 citations
Cites background from "Recent developments in human motion..."
...Broader surveys that cover the above mentioned topics, including human action recognition, appear in [2,10,42,69,90,143,153]....
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...[153], discuss body structure analysis, tracking and recognition....
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1,183 citations
Cites background from "Recent developments in human motion..."
...There have been some allied studies such as biomechanics [21], physical medicine studies for therapy [38], psychological studies [37], and approaches aiming to model and track a human through an image sequence, though usually not for recognition [17], [25], [2], [15]....
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...There has been a rich amount of work on human modeling and tracking [17], [25]....
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...VISUAL analysis of human motion [17], [25] attempts to detect, track, and identify people, and, more generally, to understand human behaviors from image sequences involving humans....
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References
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"Recent developments in human motion..." refers methods in this paper
...As an example of statistical methods, StauOer and Grimson [38] presented an adaptive background mixture model for real-time tracking....
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...Background subtraction Background subtraction [2,34–42] is a particularly popular method for motion segmentation, especially under those situations with a relatively static background....
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...[38] C....
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5,998 citations
"Recent developments in human motion..." refers methods in this paper
...Using the extended EM algorithm [53], Friedman and Russell [54] implemented a mixture of Gaussian classiAcation model for each pixel....
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5,804 citations
4,771 citations