Deep Probabilistic Modeling of Natural Images using a Pyramid Decomposition.
Alexander KolesnikovChristoph H. LampertPublished in: CoRR (2016)
Keyphrases
- natural images
- probabilistic modeling
- multiscale
- input image
- probabilistic model
- natural scenes
- higher order
- image patches
- bayesian inference
- multiresolution
- denoising
- bayesian networks
- scale space
- sparse coding
- image denoising
- receptive fields
- object recognition
- natural image statistics
- scale invariant
- power spectrum
- parameter learning
- statistics of natural images
- prior models
- image segmentation
- graphical models
- image statistics
- natural image patches
- deep learning