Denoising Prior Driven Deep Neural Network for Image Restoration.
Weisheng DongPeiyao WangWotao YinGuangming ShiFangfang WuXiaotong LuPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2019)
Keyphrases
- image restoration
- total variation
- denoising
- neural network
- modified hopfield neural network
- image processing
- image prior
- image denoising
- gaussian noise
- iterative regularization
- image deconvolution
- edge preserving
- wiener filter
- image deblurring
- regularization parameter
- fidelity term
- super resolution
- markov random field
- regularization method
- prior knowledge
- noisy images
- regularization term
- noise removal
- iterative image restoration
- motion blur
- image restoration problems
- wavelet domain
- blurred images
- natural images
- frequency domain
- alternating minimization
- low level vision
- maximum a posteriori
- restoration method
- denoising methods
- total variation minimization
- degraded images
- restoration algorithm
- prior model
- kernel estimation
- blur identification
- denoising algorithm
- regularization methods
- adaptive neighborhood
- point spread function
- wavelet packet