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To reconstruct 3D face from single monocular image, this paper proposes an approach which comprises three steps. First, a set of 3D facial features is recovered from 2D features extracted from the image. The features are recovered by solving equations derived from a regularized scaled orthogonal projection. The regularization is achieved by a global shape constraint exploiting a prior reference 3D...
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