To effectively reduce the flash, subtitles, camera movements, and other factors when detecting lenses, the histogram binning was improved. Taking the frame difference of each block as a feature value and taking the feature blocks as the right weight, fuzzy clustering were done. According to the impact of the shot detection, such as video mutation, gradual boundary pretreatment characteristics, remove flash, subtitles, camera movement, shot boundary detection was realized ultimately. Experiments show that the method has strong...