Sensor-based and vision-based human activity recognition: A comprehensive survey

• Published in: Pattern recognition Vol. 108; p. 107561
• Main Authors: Minh Dang, L., Min, Kyungbok, Wang, Hanxiang, Jalil Piran, Md, Hee Lee, Cheol, Moon, Hyeonjoon
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2020
• Subjects: Action recognition; Context-awareness; Deep learning; Human activity recognition; Human-centric sensing; Sensors; Vision; Action recognition; Deep learning; Vision; Context-awareness; Sensors; Human activity recognition; Human-centric sensing

•A comprehensive review of vision-based and sensor-based human activity recognition.•Summarize and discuss public datasets that are used in vision-based HAR and sensor-based HAR.•Categorize and analyze standard data processing, and feature engineering processes used in HAR.•Categorize and analyze ma...