Incorporating image priors with deep convolutional neural networks for image super-resolution.
Yudong LiangJinjun WangSanping ZhouYihong GongNanning ZhengPublished in: Neurocomputing (2016)
Keyphrases
- image super resolution
- convolutional neural networks
- smoothness prior
- image prior
- edge preserving
- map estimation
- maximum a posteriori
- image restoration
- super resolution
- dictionary learning
- low resolution
- noise reduction
- image registration
- markov random field
- maximum likelihood
- image denoising
- high resolution
- low resolution images
- anisotropic diffusion
- image deblurring
- sparse representation
- image patches
- kernel regression
- least squares
- object recognition
- image reconstruction
- segmentation method
- wavelet transform