/getting-smaller

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

Primary LanguageMATLABBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

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
Original Image

Rank-1 approximation
Rank-1 approximation
Rank-5 approximation
Rank-5 approximation
Rank-20 approximation
Rank-20 approximation
Rank-50 approximation
Rank-50 approximation
Rank-100 approximation
Rank-100 approximation

Color image compression

Original Image
Original Image