High-dimensional Assisted Generative Model for Color Image Restoration.
Kai HongChunhua WuCailian YangMinghui ZhangYancheng LuYuhao WangQiegen LiuPublished in: CoRR (2021)
Keyphrases
- generative model
- color image restoration
- high dimensional
- total variation
- probabilistic model
- image deblurring
- low dimensional
- bayesian framework
- gaussian noise
- dimensionality reduction
- em algorithm
- feature space
- regularized least squares
- mumford shah
- mumford shah model
- semi supervised
- hidden variables
- data points
- posterior probability
- prior knowledge
- topic models
- image denoising
- expectation maximization
- denoising
- partial differential equations
- high dimensional data
- image restoration
- latent variables
- training data
- natural images
- multiscale