IV. OBJECT CATEGORIES CLASSIFICATION
There also is a demand of moving object categories detection in video understanding and analysis. For such applications, the region where the object exists can be obtained by the inter-frame motion information. So the detection of a moving object category in a video is needed just within the designated region. If there are only predetermined moving object categories in the video, then the detection problem may be converted into a classification problem of several object categories.