paul-reiners / getting-smaller

Apply the singular value decomposition to image compression and reinforce the Eckart-Young Theorem.

getting-smaller

Apply the singular value decomposition to image compression and reinforce the Eckart-Young Theorem.

Low rank approximations to an image using the SVD

Original Image

Rank-1 approximation

Rank-5 approximation

Rank-20 approximation

Rank-50 approximation

Rank-100 approximation

Color image compression

Original Image