A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation.
Yuan FangLinlin XuYuhao ChenWei ZhouAlexander WongDavid A. ClausiPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- image prior
- high resolution
- image restoration
- map estimation
- soil moisture
- edge preserving
- super resolution
- maximum a posteriori
- markov random field
- low resolution
- edge information
- image denoising
- image processing
- maximum likelihood
- image deblurring
- natural scenes
- blind deconvolution
- prior model
- parameter estimation
- image reconstruction
- reconstructed image
- spatial resolution
- estimation algorithm
- potential functions
- additive noise
- colour images
- high quality
- total variation
- posterior distribution
- high frequency
- single image
- bayesian networks
- synthetic aperture radar
- denoising
- video sequences
- higher order
- natural images