InteractiveImageGraphCutSegmentation
InteractiveImageGraphCutSegmentation copied to clipboard
An ITK/VTK implementation of graph cuts based image segmentation
Getting the code
After you have cloned this repository, you will need to initialize the submodules: git submodule update --init --recursive
If you ever update with 'git pull origin master', you must then do 'git submodule update --recursive'.
This pulls in all of the dependencies including Mask (which includes ITKHelpers and then Helpers), ITKVTKHelpers, VTKHelpers, and ScribbleInteractorStyle.
Overview
This software allows the user to "scribble" on the foreground and background of an image to seed a graph cuts based segmentation. This implementation is based on "Graph Cuts and Efficient N-D Image Segmentation" by Yuri Boykov (IJCV 2006).
License
GPLv3 (See LICENSE.txt). This is required because of the use of Kolmogorov's code.
Build notes
This repository does not depend on any external libraries. The only caveat is that it depends on c++0x/11 parts of the c++ language. For Linux, this means it must be built with the flag gnu++11. For Windows (Visual , we are working on finding the comparable solution/flag.
Dependencies
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VTK >= 6 Must be configured with VTK_Group_Qt=ON.
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ITK >= 4 Must be configured with c++11 eneabled. To do this, you must add -std=gnu++11 to CMAKE_CXX_FLAGS when you configure ITK:
ccmake ~/src/ITK -DCMAKE_CXX_FLAGS=-std=gnu++11
NOTE: you cannot configure (ccmake) and THEN set CMAKE_CXX_FLAGS - you MUST include the gnu++11 in the ccmake command the very first time it is run.
- Qt >= 4.7.1