Karhunen-Loeve Decomposition for Statistical Recognition and Detection

バージョン 1.0.0.0 (1.52 KB) 作成者: Alex Chirokov
Karhunen-Loeve Decomposition for Face Recognition
4.8
(20)
ダウンロード: 18.9K
更新 2005/11/7

ライセンスがありません

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.

引用

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. 取得済み .

MATLAB リリースの互換性
作成: R13
すべてのリリースと互換性あり
プラットフォームの互換性
Windows macOS Linux
謝辞

ヒントを与えたファイル: Karhunen-Loeve Transform Demonstration for Image Compressing

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

バージョン 公開済み リリース ノート
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.