A simulation study on the choice of regularization parameter in ℓ2-norm ultrasound image restoration.
Zhouye ChenAdrian BasarabDenis KouamePublished in: EMBC (2015)
Keyphrases
- simulation study
- regularization parameter
- image restoration
- regularization method
- tikhonov regularization
- total variation
- edge preserving
- noise variance
- regularization methods
- regularization term
- image processing
- monte carlo
- image deblurring
- point spread function
- markov random field
- degraded images
- motion blur
- image deconvolution
- generalized cross validation
- blurred images
- wiener filter
- super resolution
- gaussian noise
- cross validation
- regularized least squares
- missing data
- blind image deconvolution
- higher order