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SVD-Based Face Recognition
matlab-recognition-code.com/svd-based-face-recognition/
Abstract
One of the demanding duties in face recognition is to deal with illumination and expression variations. A lot of analysis is in progress to beat such issues. This paper addresses the preprocessing technique that’s composed of grouping SVD perturbation and DWT. The proposed method additionally performs nicely underneath one image per individual situations. The ensuing picture of this technique is fed in to the straightforward SVD algorithm for face recognition. This paper performs its accuracy check on ORL, Yale, PIE and AR databases and focuses on the illumination issues.
Keywords: Eigen face, Singular worth decomposition (SVD), Discrete wavelet transforms (DWT), SVD perturbation.
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SVD-Based Face Recognition
matlab-recognition-code.com/svd-based-face-recognition/
Abstract
One of the demanding duties in face recognition is to deal with illumination and expression variations. A lot of analysis is in progress to beat such issues. This paper addresses the preprocessing technique that’s composed of grouping SVD perturbation and DWT. The proposed method additionally performs nicely underneath one image per individual situations. The ensuing picture of this technique is fed in to the straightforward SVD algorithm for face recognition. This paper performs its accuracy check on ORL, Yale, PIE and AR databases and focuses on the illumination issues.
Keywords: Eigen face, Singular worth decomposition (SVD), Discrete wavelet transforms (DWT), SVD perturbation.
Complete your name and email to Download This .
Click Here For Your Donation In Order To Obtain The Source Code