A Thresholding Algorithm Based on Probabilistic Rough Set for Image Segmentation

被引:1
|
作者
Dong, Min [1 ]
Jiang, HuiRong [2 ]
Li, XiangPeng [1 ]
机构
[1] Wuhan Univ Sci & Engn, Acad Sci, Wuhan 430073, Peoples R China
[2] Si Tou Middle Sch, Shandong 262600, Peoples R China
关键词
D O I
10.1109/ISCID.2008.11
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new thresholding algorithm and its multi-threshold extension are presented to improve the performance of image segmentation. The probabilistic Rough set is used to portray the objects and backgrounds in image. The optimal threshold is given through a minimum boundary criterion. A new rough membership function is defined in the light of requirements of image thresholding.
引用
收藏
页码:13 / +
页数:2
相关论文
共 50 条
  • [1] An Improved Image Segmentation Algorithm Based on Rough Set
    Liao, Fan
    Li, Ruichang
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL ELECTROMAGNETICS (ICCEM), 2016, : 144 - 148
  • [2] Cucumber image segmentation algorithm based on rough set theory
    Qing-Hua, Yang
    Li-Yong, Qi
    Guan-Jun, Bao
    Feng, Gao
    Li-Bin, Zhang
    [J]. NEW ZEALAND JOURNAL OF AGRICULTURAL RESEARCH, 2007, 50 (05) : 989 - 996
  • [3] Brain Image Segmentation Based on FCM Clustering Algorithm and Rough Set
    Huang, Hong
    Meng, Fanzhi
    Zhou, Shaohua
    Jiang, Feng
    Manogaran, Gunasekaran
    [J]. IEEE ACCESS, 2019, 7 : 12386 - 12396
  • [4] A smoke image segmentation algorithm based on rough set and region growing
    Wang, Haitao
    Chen, Yanli
    [J]. JOURNAL OF FOREST SCIENCE, 2019, 65 (08) : 321 - 329
  • [5] AN ALGORITHM BASED ON ROUGH-SET THEORY FOR COLOR IMAGE SEGMENTATION
    Zhang, Ming-Xin
    Zhao, Cai Yun
    Shang, Zhao-Wei
    Li, Hua
    Zheng, Jin-Long
    [J]. PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, 2010, : 28 - 32
  • [6] A Level Set Algorithm Based on Probabilistic Statistics for MR Image Segmentation
    Liu, Jin
    Wei, Xue
    Li, Qi
    Li, Langlang
    [J]. INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING, 2018, 11266 : 577 - 586
  • [7] Image Thresholding Segmentation Method Based on Reciprocal Rough Entropy
    Fan Jiulun
    Lei Bo
    [J]. JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2020, 42 (01) : 214 - 221
  • [8] A New Color Image Segmentation Algorithm Based on Rough-Set Theory
    Shi Zhen-Gang
    Gao Li-Qun
    [J]. PROCEEDINGS OF INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS & SIGNAL PROCESSING, 2009, 2009, : 5 - 8
  • [9] Image thresholding segmentation method based on minimum square rough entropy
    Lei, Bo
    Fan, Jiulun
    [J]. APPLIED SOFT COMPUTING, 2019, 84
  • [10] Rough set based image segmentation of video sequences
    Song, Young Sub
    Kim, Hang Joon
    [J]. ROUGH SETS AND CURRENT TRENDS IN COMPUTING, PROCEEDINGS, 2006, 4259 : 844 - +