Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration.
Kang LiaoZongsheng YueZhouxia WangChen Change LoyPublished in: CoRR (2024)
Keyphrases
- image restoration
- domain adaptation
- gaussian noise
- denoising
- total variation
- image deconvolution
- wiener filter
- image processing
- noise removal
- edge preserving
- fidelity term
- noisy images
- image denoising
- cross domain
- image deblurring
- degraded images
- regularization parameter
- restored image
- denoising algorithm
- multiple sources
- reproducing kernel hilbert space
- denoising methods
- impulse noise
- markov random field
- super resolution
- labeled data
- sentiment classification
- semi supervised
- semi supervised learning
- motion blur
- low dimensional
- transfer learning
- noise level
- signal to noise ratio
- test data
- blurred images
- natural images
- target domain
- noise reduction
- co training
- active learning
- machine learning
- data points
- document classification
- unlabeled data