Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images.
Magauiya ZhussipShakarim SoltanayevSe Young ChunPublished in: NeurIPS (2019)
Keyphrases
- noisy images
- denoising
- noise level
- edge detection
- image denoising
- conditional expectation
- highly correlated
- radon transform
- noise free
- gaussian noise
- maximum likelihood
- additive gaussian noise
- total variation minimization
- wavelet coefficients
- pairwise
- denoising algorithm
- blur identification
- multiresolution
- image patches
- pattern recognition
- noise variance
- training data