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Matching 3D faces for recognition is a challenging task caused by the presence of expression variations, missing data, and outliers. In this paper the meshSIFT algorithm and its use for 3D face recognition is presented. This algorithm consists of four major components. First, salient points on the 3D facial surface are detected as mean curvature extrema in scale space. Second, orientations are assigned...
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