Fast Decomposable Submodular Function Minimization using Constrained Total Variation.
Senanayak Sesh Kumar KarriFrancis R. BachThomas PockPublished in: CoRR (2019)
Keyphrases
- total variation
- submodular functions
- minimization problems
- regularization term
- convex optimization
- split bregman
- image restoration
- denoising
- image denoising
- energy function
- objective function
- greedy algorithm
- facility location problem
- regularization methods
- blind deconvolution
- image processing
- total variation regularization
- cost function
- low rank
- feature extraction
- learning problems
- mumford shah
- facility location
- alternating direction method of multipliers
- machine learning
- object recognition
- search space
- linear programming
- primal dual
- super resolution
- edge preserving
- natural images
- combinatorial optimization