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A survey of human body action recognition

  • Rui Feng Li
  • , Liang Liang Wang*
  • , Ke Wang
  • *Corresponding author for this work
  • Harbin Institute of Technology

Research output: Contribution to journalReview articlepeer-review

Abstract

Action recognition has become a hotspot in the fields of video surveillance, virtual reality, human-computer interaction and others recently. In this paper, action recognition is comprehended as a process of detecting action data, called symbols of action message, and distinct actions based on action feature extraction and reception are further classified. On the basis, an overview of vision-based full-body action recognition techniques is presented within the domain of moving object detection, action feature extraction and action feature perception, and the corresponding methods are classified. Besides, the research trend of action recognition is discussed.

Original languageEnglish
Pages (from-to)35-48
Number of pages14
JournalMoshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence
Volume27
Issue number1
StatePublished - Jan 2014

Keywords

  • Action feature extraction
  • Action feature perception
  • Action recognition
  • Moving object detection

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