Abstract: Video retrieval would face this problem of rnulti-dirnention data analysis, a two-phrase method based on support vector machine（SVM） was proposed to speed the process： firstly video segmentation with color distance histogram was used to abtract the pivota

Key words: Vedio retrieval, SVM, Global association data-mining, Pivotal frames