Karhunen-Loeve Decomposition for Statistical Recognition and Detection

Versión 1.0.0.0 (1,52 KB) por Alex Chirokov
Karhunen-Loeve Decomposition for Face Recognition
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(20)
18,9K descargas
Actualizado 7 nov 2005

Sin licencia

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.

Citar como

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. Recuperado .

Compatibilidad con la versión de MATLAB
Se creó con R13
Compatible con cualquier versión
Compatibilidad con las plataformas
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Versión Publicado Notas de la versión
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.