Combining pose-invariant kinematic features and object context features for RGB-D action recognition

• Main Authors: Ramanathan, Manoj, Kochanowicz, Jaroslaw, Thalmann, Nadia Magnenat
• Other Authors: Institute for Media Innovation (IMI)
• Format: Article
• Language: English
• Published: 2019
• Subjects: Poseinvariant Kinematic Features; Real-time Action/Activity Recognition; Visual arts and music::Media
• Online Access: https://hdl.handle.net/10356/102468; http://hdl.handle.net/10220/49519
• Institution: Nanyang Technological University

Action recognition using RGB-D cameras is a popular research topic. Recognising actions in a pose-invariant manner is very challenging due to view changes, posture changes and huge intra-class variations. This study aims to propose a novel pose-invariant action recognition framework based on kinemat...