Most existing feature descriptors for video have limited representation ability. In order to.improve the recognition accuracy of method for detecting the videos that include violent.scenes and take advantage of the logical structure of video sequences, a novel feature.constructing approach based on three dimensional histograms of gradient orientation.(HOG3D), the Bag of Visual Words (BoVW) model, and feature pooling technology is.proposed. This approach, combined with kernel extreme learning mac
