Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models

@article{Chan2006AlgorithmsFF,
  title={Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models},
  author={Tony F. Chan and Selim Esedoglu and Mila Nikolova},
  journal={SIAM Journal of Applied Mathematics},
  year={2006},
  volume={66},
  pages={1632-1648}
}
We show how certain nonconvex optimization problems that arise in image processing and computer vision can be restated as convex minimization problems. This allows, in particular, the finding of global minimizers via standard convex minimization schemes. 
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