3D Poisson microscopy deconvolution with Hessian Schatten-norm regularization.
Stamatios LefkimmiatisMichael UnserPublished in: ISBI (2013)
Keyphrases
- norm regularization
- total variation
- convex optimization
- image restoration
- regularization methods
- inverse problems
- denoising
- canonical correlation analysis
- least squares
- image deblurring
- matrix completion
- sparse representation
- multiple kernel learning
- group lasso
- loss function
- edge preserving
- closed form
- max margin
- image denoising
- image reconstruction
- iterative methods
- high throughput
- motion blur
- blurred images
- global optimization
- low rank
- high resolution
- multi class
- step size
- regularization method
- regression model
- feature selection
- markov random field
- image processing
- regularization parameter
- optimization methods
- face recognition
- image classification
- solution path