Split Bregman - Globally Convex Segmentation
This Matlab code implements an edge-based active contour model as an application of the Split Bregman Globally Convex Segmentation (SP-GCS) formulation in Goldstein et al's paper:
Tom Goldstein, Xavier Bresson, Stanley Osher,
"Geometric Applications of the Split Bregman Method: Segmentation and Surface Reconstruction",
Journal of Scientific Computing, vol. 45 (1-3), pp 272–293, 2010.
The method is very fast, and has reduced parameters comparing to standard level set methods. The algorithm requires no initialization and converges very quickly. Due to the L1 regularized for the level set, the final contour is highly independent from the level chosen, most values between 0-1 will result in a good segmentation.
Citar como
Ander Biguri (2024). Split Bregman - Globally Convex Segmentation (https://www.mathworks.com/matlabcentral/fileexchange/66413-split-bregman-globally-convex-segmentation), MATLAB Central File Exchange. Recuperado .
Compatibilidad con la versión de MATLAB
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Windows macOS LinuxCategorías
- Image Processing and Computer Vision > Image Processing Toolbox > Image Segmentation and Analysis > Image Segmentation >
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Inspirado por: level set for image segmentation
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SP_GCS/
Versión | Publicado | Notas de la versión | |
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1.0.0.0 |