Fast Continuous Max-Flow Algorithm to 2D/3D Multi-Region Image Segmentation (Scripts) Publisher's description
from Jing Yuan
This software implements the fast continuous max-flow algorithm to 2D/3D
This software implements the fast continuous max-flow algorithm to 2D/3D multi-region image segmentation (Potts model). It provides three implementations: matlab, C and GPU (cuda based). All the source files are provided. So it is easy for you to incorporate the algorithms in your own applications.
2D/3D multi-region image segmentation can be modeled as computing the multi-way cuts, i.e. Potts model, in the spatially continuous setting, and solved by its convex relaxation. The continuous max-flow formulation is dual/equivalent to such convex relaxed Potts model problem. On the other hand, it also leads to a new fast algorithm in numerics, i.e. the fast continuous max-flow algorithm. More details are given in the document CMFML_README.pdf. Wish this software would be helpful for you and your works!
For image segmentation with two regions: foreground and background, the fast continuous max-flow algorithm can be downloaded through:
which is simpler.
System Requirements:MATLAB 7.10 (2010a)
Program Release Status: New Release
Program Install Support: Install and Uninstall