Regularization by Architecture: A Deep Prior Approach for Inverse Problems.
Sören DittmerTobias KluthPeter MaassDaniel Otero BaguerPublished in: J. Math. Imaging Vis. (2020)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- regularization methods
- convex optimization
- regularization method
- optimization methods
- optimization problems
- emission tomography
- partial differential equations
- smoothness constraint
- early vision
- computationally expensive
- super resolution
- prior information
- evolutionary algorithm
- wavelet transform
- high resolution
- image processing
- computer vision
- neural network