Greedy Face Recognition by Reduced Basis Decomposition

Versión 1.0.0.0 (4,76 MB) por Yanlai Chen
Efficient lossy image compression and greedy face recognition through Reduced Basis Decomposition
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We test the Reduced Basis Decomposition technique for simple image compression and demonstrate its efficiency. We also devise a face recognition algorithm based on Reduced Basis Decomposition and apply it to a data set of 575 facial images to show its accuracy (comparable to PCA) and superior efficiency (better than PCA-like techniques when the number of eigen faces is up to 15% of the size of training set).

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Yanlai Chen (2024). Greedy Face Recognition by Reduced Basis Decomposition (https://www.mathworks.com/matlabcentral/fileexchange/50163-greedy-face-recognition-by-reduced-basis-decomposition), MATLAB Central File Exchange. Recuperado .

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1.0.0.0