In order to synthesize high quality intermediate views, a new stereo matching algorithm based on adaptive weight is proposed,and the disparity smoothness constraint term is introduced in matching cost function. After obtaining the reliable and dense disparity map,an intermediate view is synthesized by searching corresponding pixel of intermediate view image in the left and right image. Experimental results show that the proposed algorithm can provide good disparity map and obtain the intermediate views with high quality.