Bayesian joint super-resolution, deconvolution, and denoising of images with Poisson-Gaussian noise.
Qi GaoSimon EckJ. MatthiasInn ChungJessica EngelhardtKarsten RippeKarl RohrPublished in: ISBI (2018)
Keyphrases
- gaussian noise
- denoising
- image restoration
- super resolution
- noisy images
- low resolution
- low resolution images
- total variation
- degraded images
- noise removal
- high resolution
- high resolution images
- image reconstruction
- blurred images
- image denoising
- image processing
- impulse noise
- super resolved
- natural images
- motion blur
- image patches
- denoising algorithm
- motion estimation
- noise level
- denoising methods
- image deblurring
- signal to noise ratio
- high quality
- multi frame
- edge preserving
- image data
- nonlinear diffusion
- image prior
- wiener filter
- regularization parameter
- markov random field
- blind deconvolution
- depth map
- three dimensional