In this paper, we present a novel approach for face morphe. We use a recent domain transfer technique to generatetarget expression and combine a robust image deformation technique to obtain high realistic facial morphe. Weaddressed the facial mophe problem through three steps. Firstly, Domain transfer technique is introduced totransfer an image from one domain to another. Secondly, use a face alignment algorithm to locate accuratefacial landmark points for both domain transferred face and target face, then align them with a global similaritytransformation to eliminate their inconsistency in pose, size and position. Then we employ the FM~2RLS methodto deform the domain transferred face into the target image, let the images pairs align in pixel level. To validatethe effectiveness of the proposed approach, extensive experiments on real images shows accurate results of ourmethod, which is superior to the current state-of-the-art methods.
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