The application of a new entropy function and mutative scale chaos optimization strategy in two-dimensional entropic image segmentation

被引：0
|
作者：
Ma, Cheng [1 ]
Liu, Chao [1 ]
Ma, Shaoxian [1 ]
Jiang, Chengshun [1 ]
机构：
[1] Informat Engn Univ, Inst Informat Engn, Zhengzhou 450002, Peoples R China
来源：
2006 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PTS 1 AND 2, PROCEEDINGS | 2006年
基金：
中国国家自然科学基金;
关键词：
D O I：
10.1109/ICCIAS.2006.295341
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A novel two dimensional entropic image segmentation method is presented in this paper The method makes use of a new entropy function defined in a simple form, which can reduce computational amount notably. And the correctness of the new function is also proved. Then a strategy of mutative scale chaos optimization is adopted to search for the optimal threshold. The results of simulation illustrate that efficiency of segmentation is improved significantly due to the new entropy function and search method.
引用
收藏
页码：1647 / 1652
页数：6
相关论文
共 50 条
  • [21] Infrared image segmentation based on two-dimensional maximum fuzzy entropy with genetic algorithm
    Wu, J
    Li, J
    Qiu, Y
    Liu, J
    Tian, JW
    INFRARED COMPONENTS AND THEIR APPLICATIONS, 2005, 5640 : 549 - 558
  • [22] A new approach to image segmentation with two-dimensional hidden Markov models
    Baumgartner, Josef
    Georgina Flesia, Ana
    Gimenez, Javier
    Pucheta, Julian
    2013 1ST BRICS COUNTRIES CONGRESS ON COMPUTATIONAL INTELLIGENCE AND 11TH BRAZILIAN CONGRESS ON COMPUTATIONAL INTELLIGENCE (BRICS-CCI & CBIC), 2013, : 213 - 222
  • [23] Magnetic resonance image segmentation based on two-dimensional exponential entropy and a parameter free PSO
    Nakib, Amir
    Cooren, Yann
    Oulhadj, Hamouche
    Siarry, Patrick
    ARTIFICIAL EVOLUTION, 2008, 4926 : 50 - 61
  • [24] A Sonar Image Segmentation Algorithm based on Two-Dimensional Spatio-Temporal Fuzzy Entropy
    Lu Zhen
    Chen Yuchao
    Zhang Tiedong
    Yu Jun
    2018 IEEE 8TH INTERNATIONAL CONFERENCE ON UNDERWATER SYSTEM TECHNOLOGY: THEORY AND APPLICATIONS (USYS), 2018,
  • [25] A Tsallis-entropy Image Thresholding Method Based on Two-dimensional Histogram Obique Segmentation
    Tian, Xiaoguang
    Hou, Xiaorong
    2009 WASE INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING, ICIE 2009, VOL I, 2009, : 164 - 168
  • [26] Image Segmentation Based on Two-dimensional Histogram and the Geese Particle Swarm Optimization Algorithm
    Fu, Ali
    Lei, Xiujuan
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 7045 - +
  • [27] A new image segmentation framework based on two-dimensional hidden Markov models
    Baumgartner, Josef
    Georgina Flesia, Ana
    Gimenez, Javier
    Pucheta, Julian
    INTEGRATED COMPUTER-AIDED ENGINEERING, 2016, 23 (01) : 1 - 13
  • [28] Fast brain MRI segmentation based on two-dimensional survival exponential entropy and particle swarm optimization
    Nakib, A.
    Roman, S.
    Oulhadj, H.
    Siarry, P.
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 5563 - +
  • [29] Two-dimensional Arimoto gray entropy image thresholding based on bee colony optimization or decomposition
    College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing
    210016, China
    不详
    214081, China
    不详
    200092, China
    不详
    210037, China
    Zhejiang Daxue Xuebao (Gongxue Ban), 9 (1625-1633):
  • [30] New two-dimensional fuzzy C-means clustering algorithm for image segmentation
    周鲜成
    申群太
    刘利枚
    Journal of Central South University of Technology, 2008, 15 (06) : 882 - 887
12345