articleMultimedia Tools and ApplicationsAug 15, 2020HYBRID OA

Vision-based human activity recognition: a survey

Larbi Ben M'hidi University of Oum El Bouaghi · University of Oulu · +1 more institution

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Abstract

Abstract Human activity recognition (HAR) systems attempt to automatically identify and analyze human activities using acquired information from various types of sensors. Although several extensive review papers have already been published in the general HAR topics, the growing technologies in the field as well as the multi-disciplinary nature of HAR prompt the need for constant updates in the field. In this respect, this paper attempts to review and summarize the progress of HAR systems from the computer vision perspective. Indeed, most computer vision applications such as human computer interaction, virtual reality, security, video surveillance and home monitoring are highly correlated to HAR tasks. This…

Citation impact

481
total citations
FWCI
23.54
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100%
References
246
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Authors

4

Topics & keywords

Keywords
  • Computer science
  • Milestone
  • Field (mathematics)
  • Data science
  • Perspective (graphical)
  • Human–computer interaction
  • Activity recognition
  • Artificial intelligence
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