Computational methods for image restoration, image segmentation, and texture modeling.
Ginmo ChungTriet M. LeLinh H. LieuNicolay M. TanushevLuminita A. VesePublished in: Computational Imaging (2006)
Keyphrases
- parameter estimation
- computational methods
- image restoration
- markov random field
- image segmentation
- graph cuts
- random fields
- total variation
- markov random field models
- edge preserving
- statistical methods
- pairwise
- image processing
- higher order
- energy function
- regularization parameter
- regularization method
- blurred images
- image deblurring
- expectation maximization
- gaussian noise
- active contours
- modified hopfield neural network
- iterative image restoration
- image restoration problems
- segmentation method
- point spread function
- multiscale
- level set method
- motion blur
- level set
- wiener filter
- degraded images
- restoration algorithm
- data mining
- least squares
- energy functional
- restoration method
- adaptive neighborhood
- region growing