A Survey of Advances in Vision-Based Human Motion Capture and Analysis

Thomas B. Moeslund, Adrian Hilton, Volker Krüger

Research output: Contribution to journalJournal articleResearchpeer-review

1943 Citations (Scopus)


This survey reviews advances in human motion capture and analysis from 2000 to 2006, following a previous survey of papers up to 2000
Human motion capture continues to be an increasingly active research area in computer vision with over 350 publications over this period. A number of significant research advances are identified together with novel methodologies for automatic initialization, tracking, pose estimation and movement recognition. Recent research has
addressed reliable tracking and pose estimation in natural scenes. Progress has also been made towards automatic understanding of human actions and behavior.
This survey reviews recent trends in video based human capture and analysis, as well as discussing open problems for future research to achieve automatic visual analysis of human movement.

Original languageEnglish
JournalComputer Vision and Image Understanding
Issue number2-3
Pages (from-to)90-127
Publication statusPublished - 2006


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