Simultaneous Utilization of Inertial and Video Sensing for Action Detection and Recognition in Continuous Action Streams

This paper describes the simultaneous utilization of inertial and video sensing for the purpose of achieving human action detection and recognition in continuous action streams. Continuous action streams mean that actions of interest are performed randomly among actions of non-interest in a continuous manner. The inertial and video data are captured simultaneously via a wearable inertial sensor and a video camera, which are turned into 2D and 3D...