Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN.
Fangzhou LuoXiaolin WuPublished in: IJCNN (2020)
Keyphrases
- restoration method
- maximum a posteriori
- map estimation
- bayesian framework
- markov random field
- energy function
- image restoration
- restoration algorithm
- maximum likelihood
- mrf model
- input image
- restored image
- multiscale
- image reconstruction
- image segmentation
- high resolution
- single image
- image noise
- degraded images
- em algorithm
- expectation maximization
- higher order
- probabilistic model
- computer vision
- test images
- video sequences
- hyperparameters
- post processing
- additive noise
- feature points