Singular Value Decomposition in Image Compression and Blurred Image Restoration.
Katerina FronckovaPavel PrazakAntonín SlabýPublished 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