 In the domain of computer vision, efforts have been made to model the mechanism of human attention, especially the bottom-up intentional mechanism and its semantic significance in classification of video contents.Both spatial attention and temporal attention have been incorporated in such classification efforts.Generally speaking, there are two kinds of models to mimic the bottom-up salience mechanism in static images.