M. J. Aein

Semantic parsing of human manipulation activities using on-line learned models for robot imitation

Human manipulation activity recognition is an important yet challenging task in robot imitation. In this paper, we introduce, for the first time, a novel method for semantic decomposition and recognition of continuous human manipulation activities by using on-line learned individual manipulation mod…