Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Southwest University(Natural Science Edition)》 2009-01
Add to Favorite Get Latest Update

An Improved Genetic Algorithm for Image Segmentation Based on Maximum Interclass Variance

TAN Zhi-cun,LU Rui-hua School of Electronics and Information Engineering,Southwest University,Chongqing 400715,China  
After studying the traditional genetic algorithms for image segmentation based on the maximum interclass variance,an improved genetic algorithm,"double self-adaptive crossover probability" genetic algorithm,is proposed based on chromosomes and gene positions. The proposed algorithm makes full use of the histogram of the image to be segmentalized as the prior knowledge,thus causing the reduction of the primary population size and the enhancement of seeking priority of the genetic algorithm. The results of the experiments demonstrate that the proposed genetic algorithm in segmentation of an image is better than the traditional genetic algorithms.
【Fund】: 西南师范大学发展基金资助项目(SWNUF2004006);; 重庆市自然科学基金资助项目(2007BB2331)
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 ZHANG Shu-zhen1,ZHAO Ying-nan2,XIANG Xiao-yan1,SONG Hai-long31. College of Physics Science and Information Engineering,Jishou University,Jishou Hunan 416000,China;2. College of Computer and Software,Nanjing University of Information Science and Technology,Nanjing 210044,China;3. College of Information Management and Engineering,Jishou University,Zhangjiajie Hunan 427000,China;Two-Dimensional Otsu Algorithm Based on Iteration and Optimizing Search Strategy[J];Journal of Southwest University(Natural Science Edition);2010-09
2 Bi Xiaojun, Peng Wei(College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China);Improved Bayesian optimization algorithm based on immune algorithm[J];Chinese Journal of Scientific Instrument;2010-10
3 BI Xiao-jun,PENG Wei (College of Information and Communication Engineering,Harbin Engineering University,Harbin 150001,China);Image segmentation based on improved Bayesian optimization algorithm[J];Applied Science and Technology;2010-12
China Proceedings of conference Full-text Database 1 Hits
1 Qingzhen Xu,Jing Kong School of Computer Science,South China Normal University,Guangzhou 510631,P.R.China;A new segmentation Algorithm with the Fisher Criterion Function[A];[C];2009
Chinese Journal Full-text Database 6 Hits
1 YANG Bo (Institute of Image Recognition and Computer Vision,Hunan Normal Univ ersity,Changsha 410081,China);Image Segmentation of the Genetic Algorithms on the Base of Otsu[J];Journal of Natural Science of Hunan Normal University;2003-01
2 Huang Jianxin,Liu Huai,Huang Wei (School of Electrical and Automation Engineering,Nanjing Normal University,Nanjing 210042,China);A Threshold Selection Method of Image Segmentation Based on Genetic Algorithms[J];Journal of Nanjing Normal University(Engineering and Technology Edition);2007-01
3 ZHAO Jin-shuai,LU Rui-huaSchool of Electronics and Information Engineering,Southwest University,Chongqing 400715,China;An Improved Genetic Algorithm to Prevent Premature Convergence[J];Journal of Southwest University(Natural Science Edition);2008-01
4 Xiao Zhi(College of Busiress Administration, Chongqing University, Chongqing 400044)Zhong Bo(Dept. of System Engineering and Applied Mathematics, Chongqing University, Chonging 400044)He Yuequn(Dept. of Mathematic, Southwest China Normal University, Chong;Application of genetic algorithm to optimizing problems[J];JOURNALOF SOUTHWEST CHINA NORMAL UNIVERSITY(NATURAL SCIENCE);1998-02
5 WANG Fang,QIU Yu-huiIntelligent Software and Software Engineering Laboratory,Southwest University,Chongqing 400715,China;A Hybrid Particle Swarm Algorithm with Roulette Selection Operator[J];Journal of Southwest China Normal University(Natural Science Edition);2006-03
6 JIN Cong (College of Mathematics and Computer Science, Hubei University W uhan 430062);IMPROVE GENETIC ALGORITHM AND ANALYSIS OF ITS PROPERTY[J];MINI-MICRO SYSTEMS;2000-09
Chinese Journal Full-text Database 10 Hits
1 CHEN Xiaoguang 1,FENG Jufu2 1. Institute of Image Processing and Pattern Recognition,North China University of Technology,Beijing 100144;2. Department of Machine Intelligence,School of Electronics Engineering and Computer Science,Peking University,Key Laboratory of Machine Perception(Peking University),Ministry of Education,Beijing 100871;Segmentation of Fingerprint Images Using Discriminant Analysis of Multiple Features[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2009-04
2 YANG Lei,DENG Tian-min,ZHANG Hui-ling(School of Traffic & Transportation,Chongqing Jiaotong University,Chongqing 400074,China);Character Segmentation Method of Vehicle License Plate Automatic Recognition System[J];Journal of Chongqing Jiaotong University(Natural Science);2008-S1
3 WEI Hong-li1,YU Xin-bo2,ZHAO Wen-cang1,3,4,GAO Yan-chen3 1.Institute of Cognition and Information Science,Qingdao University of Science and Technology,Qingdao,Shandong,266042 2.Affiliated Hospital of Medical College,Qingdao University,Qingdao,Shandong,266003 3.Qingdao Industrial IT Key Lab,Qingdao Mesnac Co.,Ltd.,Qingdao,Shandong,266042 4.College of Electronic and Information Engineering,Xi’an Jiaotong University,Xi’an,Shanxi,710049;The Medical Image Threshold Value Segmentation Algorithm Study Based on Multi-Wavelet Analysis[J];Computerized Tomography Theory and Applications;2009-01
4 HU Liang1,DONG Fang1,LI Bo-ling1,LI Ming2,CHEN Hao2,WANG Yuan2,ZHANG Cheng-xing2,XU Zhou2 1.School of Mechanical Engineering,Southwest Jiaotong University,Chengdu,610031,China 2.Institute of Applied Electrinics AEP,Mianyang,621900,China;Fast Image Segmentation Based on Chaotic Particle Swarm and Two-Dimension Otsu Method[J];Computerized Tomography Theory and Applications;2009-01
5 ZENG Wanmei, WU Qingxian,JIANG Changsheng(Automation College,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);A New Adaptive Threshold Method for Target Image Segmentation[J];Electronics Optics & Control;2009-05
6 ZHU Zhong-jie1,WANG Yu-er1,JIANG Gang-yi2,3,LIANG Feng1(1.Ningbo Key Lab.of DSP,Zhejiang Wanli University,Ningbo 315100,China;2.National Key Laboratory of Machine Perception.Peking University,Beijing 100871,China;3.Institute of Circuits and Systems,Ningbo University,Ningbo 315211,China);Retrieval oriented spatial-temporal video object detection and segmentation in compressed domain[J];Journal of Circuits and Systems;2008-02
7 Zhang Yudong Wu Lenan(School of Information Science and Engineering,Southeast University,Nanjing 210096,China);Image segmentation based on 2D Tsallis entropy with improved pulse coupled neural networks[J];Journal of Southeast University(Natural Science Edition);2008-04
8 LIU Hai-liang (Henan Finance and Economics School, Zhengzhou 450012, China);Research on Digital Image Segmentation Techniques[J];Computer Knowledge and Technology;2009-09
9 YANG He-chao1, Zhou Xue-mei2 (1.College of Computer Science&Technology, Henan Polytechnic University, JiaoZuo 454000, China; 2. Henan Polytechnic University, Jiaozuo 454000,China);Comparison of Image Segmentation Methods[J];Computer Knowledge and Technology;2009-09
10 ZHANG Huai-zhu1,2,XIANG Chang-bo1,2,SONG Jian-zhong1,QIAO Shuang1,31.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China;3.Physics Department,Northeast Normal University,Changchun 130024,China;Application in Image Segmentation Based on Fisher Criterion and Adapted Genetic Algorithm[J];Chinese Journal of Electron Devices;2008-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wu Lingyan Shen Tingzhi Fang Ziwen Wang Fei(Department of Electronic Engineering, Beijing Institute of Technology, Beijing, 100081);AN IMAGE SEGMENTATION METHOD USING THE ENTROPY OF HISTOGRAM AND GENETIC ALGORITHMS[J];ACTA ARMAMENTARII;1999-03
2 XU Li-zhong ;YANG Jin-tang(Electrical Engineering College. HoHai University, Nanjing 210098, China );Universal Operator of Genetic Operation and Image Restoration[J];JOURNAL OF CIRCUITS AND SYSTEMS;1999-03
3 YUAN Xiao-hui~1,YUAN Yan-bin~2,WANG Cheng~1,ZHANG Yong-chuan~1(1.College of Hydropower Engineering,Huazhong University of Science & Technology,Wuhan,Hubei 430074,China;2.College of Resource & Environmental Engineering,Wuhan University of Technology,Wuhan,Hubei 430070,China);A Novel Self-adaptive Chaotic Genetic Algorithm[J];Acta Electronica Sinica;2006-04
4 MENG Wei~1,HAN Xue-dong~2,HONG Bing-rong~3 (1.Information School of Beijing Forestry University,Beijing 100083,China;2.No.706 Institute of China Aerospace Science and Industry Corporation,Beijing 100854,China;3.School of Computer Science and Technology,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China);Bee Evolutionary Genetic Algorithm[J];Acta Electronica Sinica;2006-07
5 WANG Jian, WANG Jian hua (Dept.of Electronics and Information, East China Shipbuilding Institute, Zhenjiang Jiangsu 212003,China);Research Fruit of Traditional Genetic Algorithms[J];JOURNAL OF EAST CHINA SHIPBUILDING INSTITUTE;2000-03
6 HE Lin, WANG Ke_jun, LI Guo_bin, JIN Hong_zhang (Automation College,Harbin Engineering University,Harbin 150001,China);The Analysis and Research of Genetic Algorithms' Population Diversity[J];JOURNAL OF HARBIN ENGINEERING UNIVERSITY;1999-04
7 ZHANG Shu-yan,YAO Xiao-dong,ZOU Jun-zhong,WANG Xing-yu~* (College of Information Science and Engineering ECUST, Shanghai 200237, China);Selection of Image Threshold Based on an Open Genetic Algorithm[J];Journal of East China University of Science and Technology;2004-02
8 WANG Chun-bai, ZHAO Bao-jun, HE Pei-kun (Department of Electronic Engineering, Beijing Institute of Technology, Beijing 100081, China);Adaptive segmentation method based on immune genetic algorithm[J];Infrared and Laser Engineering;2004-02
9 Li Fan College of Computer Sci. & Tech., HUST, Wuhan 430074, China.Xu Zhangyan;Measurement of Population Diversity in Genetic Algorithms[J];JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-07
10 Han Zhenxiang & Wen Fushuan;The Optimization Methods by Simulated Evolution and Their Application[J];Computer Science;1995-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved