Video-based animal behavior analysis

It has become increasingly popular to study animal behaviors with the assistance of video recordings. The traditional way to do this is to first videotape the animal for a period of time, and then a human observer watches the video and annotates the behaviors of the animal manually. This is a time and labor consuming process. Moreover, the observation results vary among different observers. Thus it would be a great help if the behaviors could be...