Fast Decomposable Submodular Function Minimization using Constrained Total Variation.
Senanayak Sesh Kumar KarriFrancis R. BachThomas PockPublished in: NeurIPS (2019)
Keyphrases
- total variation
- submodular functions
- minimization problems
- regularization term
- convex optimization
- split bregman
- image restoration
- denoising
- image denoising
- greedy algorithm
- objective function
- facility location problem
- blind deconvolution
- regularization methods
- image processing
- low rank
- energy function
- total variation regularization
- mumford shah
- markov networks
- combinatorial optimization
- multiplicative noise removal
- cost function
- special case
- multiscale