Fast Continuous Max-Flow Algorithm to 2D/3D Multi-Region Image Segmentation 1.0

Date Added: May 18, 2013 | Visits: 530

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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:http://www.mathworks.com/matlabcentral/fileexchange/34126which is simpler.

Requirements: No special requirements

Platforms: Matlab

Keyword: Convex, Details, Dualequivalent, Leads, Numerics, Problem, Relaxation, Relaxed, Solved

Users rating: 0/10

License: Shareware

Size: 6.59 MB

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