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 language | English |
|---|---|
| Pages (from-to) | 35-48 |
| Number of pages | 14 |
| Journal | Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence |
| Volume | 27 |
| Issue number | 1 |
| State | Published - Jan 2014 |
Keywords
- Action feature extraction
- Action feature perception
- Action recognition
- Moving object detection
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