Adaptive Regularization of Some Inverse Problems in Image Analysis.
Byung-Woo HongJa-Keoung KooMartin BurgerStefano SoattoPublished in: IEEE Trans. Image Process. (2020)
Keyphrases
- inverse problems
- adaptive regularization
- image analysis
- image reconstruction
- super resolution
- parameter selection
- total variation
- convex optimization
- global optimization
- early vision
- image deblurring
- partial differential equations
- image restoration
- image denoising
- blind image deconvolution
- optimization methods
- optimization problems
- regularization parameter
- high resolution
- image enhancement
- denoising
- image processing
- image segmentation
- high quality
- computer vision
- evolutionary algorithm
- maximum a posteriori
- regularization term
- multiscale
- computationally expensive
- noisy images
- object recognition
- gray level