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Recent Developments in Human Motion Analysis
| Citations: | 264 - 3 self |
BibTeX
@MISC{Wang_recentdevelopments,
author = {Liang Wang and Weiming Hu and Tieniu Tan},
title = { Recent Developments in Human Motion Analysis},
year = {}
}
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Abstract
Visual analysis of human motion is currently one of the most active research topics in computer vision. This strong interest is driven by a wide spectrum of promising applications in many areas such as virtual reality, smart surveillance, perceptual interface, etc. Human motion analysis concerns the detection, tracking and recognition of people, and more generally, the understanding of human behaviors, from image sequences involving humans. This paper provides a comprehensive survey of research on computer vision based human motion analysis. The emphasis is on three major issues involved in a general human motion analysis system, namely human detection, tracking and activity understanding. Various methods for each issue are discussed in order to examine the state of the art. Finally, some research challenges and future directions are discussed.
Keyphrases
human motion analysis recent development computer vision activity understanding smart surveillance various method human behavior general human motion analysis system perceptual interface wide spectrum active research topic many area human detection visual analysis research challenge future direction human motion major issue comprehensive survey image sequence virtual reality strong interest
