In this paper, we have proposed a novel patch based method for automatic completion of stereoscopic images and the corresponding depth/disparity maps simultaneously. The missing depths are estimated in local feature space and a patch distance metric is designed to take
the appearance, depth gradients and depth inconsistency into account.