Deep Learning Based Image Enhancement and Black Box Filter Parameter Estimation.
Mrigakshi SharmaRishabh MittarPrasenjit ChakrabortyPublished in: CVIP (2) (2020)
Keyphrases
- black box
- parameter estimation
- image enhancement
- deep learning
- unsharp masking
- homomorphic filtering
- maximum likelihood
- image processing
- unsupervised learning
- least squares
- model selection
- markov random field
- edge detection
- enhanced image
- machine learning
- image analysis
- transfer function
- em algorithm
- noise reduction
- mental models
- contrast enhancement
- expectation maximization
- test cases
- denoising
- generative model
- graph cuts
- pairwise
- image quality