A Novel Color Image Segmentation Approach Based on Neutrosophic Set and Modified Fuzzy c-Means

被引:0
作者
Yanhui Guo
Abdulkadir Sengur
机构
[1] St. Thomas University,School of Science and Technology
[2] Firat University,Electrical and Electronics Engineering Department
来源
Circuits, Systems, and Signal Processing | 2013年 / 32卷
关键词
Color image segmentation; Neutrosophic set; Clustering; Fuzzy clustering;
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暂无
中图分类号
学科分类号
摘要
Color image segmentation is an important technique in image processing, pattern recognition and computer vision. Many segmentation algorithms have been proposed. However, it is still a complex task especially when there are noises in the images, which have not been studied in much detail.
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页码:1699 / 1723
页数:24
相关论文
共 73 条
  • [1] Aghbari Z.(2006)Hill-manipulation: an effective algorithm for color image segmentation Image Vis. Comput. 24 894-903
  • [2] Al-Haj R.(2011)A novel image segmentation approach based on neutrosophic set and improved fuzzy c-means algorithm New Math. Nat. Comput. 7 155-171
  • [3] Cheng H.D.(2001)Color image segmentation: advances and prospects Pattern Recognit. 34 2259-2281
  • [4] Guo Y.(2002)Mean shift: a robust approach toward feature space analysis IEEE Trans. Pattern Anal. Mach. Intell. 24 603-619
  • [5] Zhang Y.(2001)Unsupervised segmentation of color-texture regions in images and video IEEE Trans. Pattern Anal. Mach. Intell. 23 800-810
  • [6] Cheng H.D.(2005)An adaptive color image segmentation Electron. Lett. Comput. Vis. Image Anal. 5 12-23
  • [7] Jiang X.H.(2005)Color clustering and learning for image segmentation based on neural networks IEEE Trans. Neural Netw. 16 925-936
  • [8] Sun Y.(1973)A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters Cybern. Syst. 3 32-57
  • [9] Comanicui D.(1979)Bootstrapping methods: another look at the jackknife Ann. Stat. 7 1-26
  • [10] Meer P.(2011)Interval-valued fuzzy sets applied to stereo matching of color images IEEE Trans. Image Process. 20 1949-1961