Karhunen-Loeve Transform


The original image

Image A
Compressed with best 1 dimensional subspace

Image B
Compressed with best 3 dimensional subspace

Image C
Compressed with best 6 dimensional subspace

Image D
Compressed with best 10 dimensional subspace

Image E
Compressed with best 15 dimensional subspace