Switching Structured Prediction for Simple and Complex Human Activity Recognition

Automatic human activity recognition is an integral part of any interactive application involving humans (e.g., human–robot interaction systems). One of the main challenges for activity recognition is the diversity in the way individuals often perform activities. Furthermore, changes in any of the environment factors (i.e., illumination, complex background, human body shapes, viewpoint, etc.) inte...