Total Variation Optimization Layers for Computer Vision.
Raymond A. YehYuan-Ting HuZhongzheng RenAlexander G. SchwingPublished in: CVPR (2022)
Keyphrases
- total variation
- computer vision
- image restoration
- denoising
- alternating direction method of multipliers
- image denoising
- image processing
- convex optimization
- total variation minimization
- color image restoration
- total variation regularization
- regularization term
- image deblurring
- blind deconvolution
- augmented lagrangian
- regularization methods
- augmented lagrangian method
- multiplicative noise removal
- optimization problems
- minimization problems
- object recognition
- dual formulation
- global optimization
- constrained optimization
- cost function
- convex relaxation
- image segmentation
- split bregman method
- fidelity term
- primal dual
- optimization methods
- objective function