FlexBox - A Flexible Primal-Dual ToolBox
Introduction
FlexBox is a flexible MATLAB toolbox for finite dimensional convex variational problems in image processing and beyond
Nowadays, many problems in image processing consist of minimizing convex energies. Typically these problems can be written as
,
where denotes a linear operator and
is a proper, convex and lower-semicontinuous function. This Problem refers to the so-called primal formulation of the minimization problem and
is known as the primal variable we are interested in recovering.
Authors
- Hendrik Dirks ([email protected])*
- Lars Haalck ([email protected])*
*Institute for Computational and Applied Mathematics University of Muenster, Germany
License
FlexBox is copyright ©2016-2017 by Hendrik Dirks. If you plan to distribute the software (commercially or not), please contact Hendrik Dirks for more information.
Dependencies
In order to use the MATLAB version of FlexBox the following requirements should be met:
- Matlab >= R2015b
- Image Processing Toolbox
In order to use the C++/CUDA version please refer to the repository: https://github.com/HendrikMuenster/flexBox_CPP
Usage
We recommend to look at the provided examples in the folder examples/.
C++/CUDA Module
FlexBox comes with a C++ module which can be used stand-alone or together with MATLAB via MEX-interfaces. The C++ module can be found at https://github.com/HendrikMuenster/flexBox_CPP and it is included in this repository as a submodule in the directory flexBox_CPP. For installation instructions please read the README in the linked repository.
Citation
If you use this toolbox please use the following citation
@Article{dirks2015flexbox,
Title = {A Flexible Primal-Dual Toolbox},
Author = {Dirks, Hendrik},
Journal = {ArXiv e-prints},
Year = {2016},
Month = mar,
Keywords = {Mathematics - Optimization and Control, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Mathematical Software, I.4, G.1.6, G.4},
Primaryclass = {math.OC}
}
A preprint of the article can be found at http://arxiv.org/abs/1603.05835
Reporting Bugs
In case you experience any problems, please create an issue at https://github.com/HendrikMuenster/flexBox/issues or https://github.com/HendrikMuenster/flexBox_CPP/issues