Singular Value Decomposition in Image Compression and Blurred Image Restoration.

Katerina Fronckova Pavel Prazak Antonín Slabý

Published in: ICIAR (2018)

Keyphrases

image restoration
singular value decomposition
image compression
image processing
blurred images
singular values
total variation
markov random field

wavelet transform
least squares
subband
low rank
super resolution
reconstructed image
compression ratio
dimensionality reduction

degraded images
iterative image restoration
principal component analysis
regularization parameter
motion blur
point spread function
multiresolution

computational complexity
pattern recognition
face recognition
image sequences
computer vision
restored image
neural network