Real-Time Continuous Detection and Recognition of Subject-Specific Smart TV Gestures via Fusion of Depth and Inertial Sensing

This paper presents a real-time detection and recognition approach to identify actions of interest involved in the smart TV application from continuous action streams via simultaneous utilization of a depth camera and a wearable inertial sensor. Continuous action streams mean when actions of interest are performed continuously and randomly among arbitrary actions of non-interest. The developed approach consists of a detection part and a...