Abstract: According to the analysis of the existing shot boundary detection algorithms,a new algorithm based on moment-preserving clustering is pooposed.Simulation results indicate that the proposed algorithm can not noly improve the recall and the precision of detecting shot boundaries,but slso provide satisfactory results of gradual shot boundaries detection.In addition,the algorithm is robust to various types of video sequence.