Human action recognition in immersive virtual reality based on multi‐scale spatio‐temporal attention network

• Published in: Computer animation and virtual worlds Vol. 35; no. 5
• Main Authors: Xiao, Zhiyong, Chen, Yukun, Zhou, Xinlei, He, Mingwei, Liu, Li, Yu, Feng, Jiang, Minghua
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.09.2024; Wiley Subscription Services, Inc
• Subjects: Accuracy; Feature extraction; Human activity recognition; Immersive virtual reality; Modules; multi‐scale feature; spatio‐temporal feature; User experience; Virtual networks; Virtual reality

Wearable human action recognition (HAR) has practical applications in daily life. However, traditional HAR methods solely focus on identifying user movements, lacking interactivity and user engagement. This paper proposes a novel immersive HAR method called MovPosVR. Virtual reality (VR) technology...