Ivan Lillo

A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets

In this paper, we introduce a new hierarchical model for human action recognition that is able to categorize complex actions performed in videos. Our model is also able to perform spatio-temporal annotation of the atomic actions that compose the overall complex action. That is, for each atomic actio…