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This paper presents a statistical face recognition algorithm by expressing face images in terms of orthogonal two-dimensional Gaussian-Hermite moments (2D-GHMs). Motivation for developing 2D-GHM-based recognition algorithm includes the ability of these moments to capture higher-order hidden nonlinear 2D structures within images and the invariance of certain linear combinations of moments to common...
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