Denoising Prior Driven Deep Neural Network for Image Restoration.
Weisheng DongPeiyao WangWotao YinGuangming ShiFangfang WuXiaotong LuPublished in: CoRR (2018)
Keyphrases
- image restoration
- total variation
- denoising
- neural network
- modified hopfield neural network
- image processing
- iterative regularization
- gaussian noise
- image prior
- edge preserving
- image denoising
- image deconvolution
- markov random field
- wiener filter
- image deblurring
- super resolution
- regularization parameter
- prior knowledge
- low level vision problems
- noisy images
- fidelity term
- regularization term
- regularization methods
- denoising algorithm
- restoration algorithm
- wavelet packet
- blurred images
- maximum a posteriori
- computer vision
- iterative image restoration
- inverse scale space
- low level vision
- degraded images
- image segmentation
- natural images
- energy function
- total variation minimization
- image restoration problems
- restoration method
- wavelet domain
- motion blur
- point spread function
- blur identification
- blind image restoration
- adaptive neighborhood
- alternating minimization
- prior information
- denoising methods
- color images
- regularization method