Karhunen-Loeve Decomposition for Statistical Recognition and Detection

Karhunen-Loeve Decomposition for Face Recognition
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Mise à jour 7 nov. 2005

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This MATLAB script implements Karhunen-Loeve decomposition which is classical algorithm for face recognition and detection. Script uses ATT faces database http://www.uk.research.att.com/facesataglance.html
which can be downloaded from
http://www.uk.research.att.com/facedatabase.html

Computing Eigenvalues and Eigenvectors of images set
Encoding Face Images with a Linear Combination Key (KL decomposition)
Decoding a Key into an Image (reconstruction)
Comparing images using key, searching for similar images.

Citation pour cette source

Alex Chirokov (2024). Karhunen-Loeve Decomposition for Statistical Recognition and Detection (https://www.mathworks.com/matlabcentral/fileexchange/6995-karhunen-loeve-decomposition-for-statistical-recognition-and-detection), MATLAB Central File Exchange. Récupéré le .

Compatibilité avec les versions de MATLAB
Créé avec R13
Compatible avec toutes les versions
Plateformes compatibles
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Version Publié le Notes de version
1.0.0.0

Code was updated to find the most similar and the most different faces. Also distance map of face database is now computed and shown.