Early Stopping for Deep Image Prior.
Hengkang WangTaihui LiZhong ZhuangTiancong ChenHengyue LiangJu SunPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- early stopping
- image prior
- image restoration
- edge preserving
- image denoising
- markov random field
- maximum a posteriori
- edge information
- image deblurring
- blind deconvolution
- natural scenes
- prior model
- reconstructed image
- map estimation
- active learning
- support vector machine
- colour images
- stochastic gradient descent
- denoising
- regularization parameter
- potential functions
- noise reduction
- natural images
- boosting algorithms
- machine learning
- wavelet coefficients