README.md

This is a MatLab/C++ library of our ICCV 2013 paper [1].

Example results: curvature regularization using 5x5 patches.

Installation

MATLAB and a c++ compiler is needed. Setup matlab using mex -setup. All files are compiled automatically.

The code has been tested on

• Matlab 2013a with GCC 4.8 on Ubuntu 13.10.
• Matlab 2013a with Visual Studio 2013 on Windows 7.

Getting started

Two example are included in /examples

• binary_deconvolution_figure_12.m
• curvature_segmentation_figure_10.m

Included solvers

The partial enumartion reformulation is optimized with

• Vladimir Kolmogorovs' TRW-S implementation.

The binary deconvolution problem is also optimized with

• Vladimir Kolmogorovs' Roof duality implementation.

References

1. Partial Enumeration and Curvature Regularization
   International Conference on Computer Vision (ICCV), 2013.
   Carl Olsson, Johannes Ulén, Yuri Boykov, and Vladimir Kolmogorov.