An Algorithm of Texture Image Segmentation by Piecewise Constant Level Set Method Based on Image Decomposition
Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.485
The article adopts the image decomposition idea in MS (Mumford-Shah) model, and proposes a new MSWD (Mumford-Shah with Decomposition) model. Based on the model, with the piecewise constant level set method, we propose an image segmentation algorithm. The MSWD model can extract the texture (or noise) in the segmentation, and effectively avoids the influence of unsupervised texture (or noise), also simultaneously enhances the operating speed. Further through the experiments, we testify therationality and validity of the MSWD model and the algorithm.
Image segmentation, Level Set, Texture
L. Shuai-jie, T. Xue-cheng and S. Jin-ping, "An Algorithm of Texture Image Segmentation by Piecewise Constant Level Set Method Based on Image Decomposition," 2009 WRI World Congress on Computer Science and Information Engineering, CSIE(CSIE), Los Angeles, CA, 2009, pp. 163-168.