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Python toolbox for solving imaging continuous optimization problems.

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Bilevel Imaging Toolbox

This is a toolbox that implements solvers for TV based imaging tasks, in particular, one and two dimensional ROF and TV-l1 models.

Features

Implementations for 2 dimensional ROF Model

  • Forward-Backward Solver.
  • Chambolle-Pock Solver.
  • Chambolle-Pock CUDA Solver.

Implementations for 2 dimensional TV-l1 Model

  • Chambolle-Pock Solver.
  • Chambolle-Pock CUDA Solver.

Installation

python setup.py

User Guide

You can review the test folder for use cases.

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Python toolbox for solving imaging continuous optimization problems.

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