Deep Belief Networks for Image Denoising.
Mohammad Ali KeyvanradMohammad PezeshkiMohammad Ali HomayounpourPublished in: ICLR (Workshop Poster) (2014)
Keyphrases
- image denoising
- deep belief networks
- natural images
- unsupervised learning
- denoising
- deep learning
- sparse coding
- probabilistic model
- total variation
- restricted boltzmann machine
- hierarchical models
- generative model
- noisy images
- machine learning
- image processing
- wavelet coefficients
- approximate inference
- hierarchical model
- image patches
- higher order
- conditional random fields
- sparse representation
- graphical models
- wavelet transform
- object recognition