A Comparative Review of Recent Kinect-Based Action Recognition Algorithms

• Published in: IEEE transactions on image processing Vol. 29; pp. 15 - 28
• Main Authors: Wang, Lei, Huynh, Du Q., Koniusz, Piotr
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.01.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: 3D action analysis; Algorithms; Australia; Computer vision; cross-view action recognition; Datasets; Deep learning; Feature extraction; Feature recognition; Human action recognition; Human activity recognition; Human motion; Image recognition; Kinect-based algorithms; Machine learning; Skeleton; Streaming media; Three-dimensional displays

Video-based human action recognition is currently one of the most active research areas in computer vision. Various research studies indicate that the performance of action recognition is highly dependent on the type of features being extracted and how the actions are represented. Since the release...