Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《ACTA ARMAMENTARII》 1999-03
Add to Favorite Get Latest Update

AN IMAGE SEGMENTATION METHOD USING THE ENTROPY OF HISTOGRAM AND GENETIC ALGORITHMS

Wu Lingyan Shen Tingzhi Fang Ziwen Wang Fei(Department of Electronic Engineering, Beijing Institute of Technology, Beijing, 100081)  
Image segmentation is an old and difficult problem in computer vision systems. An image segmentation method based on the entropy of histogram of grey level pictures and genetic algorithms (GAs) is presented. The segmentation problem is formulated as one of optimization and the entropy of histogram is taken as the segmentation quality criteria, which also fits well with GA. The GA efficiently searches the segmentation parameter space. The goal of this method is to obtain the optimal threshold and it is adopted to both single and double threshold segmentation.
【CateGory Index】: TP391.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 2 Hits
1 ZHAO Zhi-qiang 1,WANG Xin 1,CHEN Hai-song 2(1.Shenzhen Graduate School,Harbin Institute of Technology,Shenzhen 518055,China2.Dept.of Applied Computer Engineering,Shenzhen Polytechnic,Shenzhen 518055,China);Adaptive morphological filter based on image 2-D entropy[J];Journal of Harbin Institute of Technology;2008-01
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
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHU Ming-xing 1,ZHANG De-long 2 1(Depart.of Antomation of Anhui Univ.Hefei 230039,China) 2( Department of Electronic Engineering ang Information Science of Anhui Univ.,Heifei 230039,China);Study on the Algorithms of Selecting the Radial Basis Function Center[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);2000-01
2 Jia Huaping (Weinan Teachers College Weinan 714000) (Tianjin Normal University Tianjin 300387);Feature Selection and Extraction Method Based on Neural Network[J];Office Informatization;2008-14
3 Li Honggui Li Xingguo(Electronic Engineering Department,Nanjing University of Science & Technology, Nanjing, 210094)Luo Zhengfa Li Guozhen(Kunming Physics Institute);A GENETIC ALGORITHM BASED METHOD FOR INFRARED IMAGE RECOGNITION[J];ACTA ARMAMENTARII;2000-01
4 Chong Jingsong Zhou Xiaokuan (Beijing University of Aeronautics and Astronautics,School of Astronautics) Wang Hongqi (Institute of Electronics, Chinese Academy of Sciences, Modern Information Technique Department);Entropic Thresholding Method Based on Genetic Algorithm[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;1999-06
5 YANG Jia 1, WU Qi yao 1, TIAN Jie 2, YANG Hua 2 (1 Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081; 2 Institute of Automation Chinese Academy of Science, Beijing100080);The Implementation and Evaluation of Several CT Image Segmentation Algorithms[J];Journal of Beijing Institute of Technology;2000-06
6 WANG Lei, HAN Si qi (Dept. of Electronics Engineering, Beijing Institute of Technology, Beijing100081, China);An Adaptive Approach to Small Object Segmentation[J];Journal of Beijing Institute of Technology;2001-06
7 Yu Ming Ke Youan (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081);Weighted Statistical Model and GAs Based Face Detection[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1999-02
8 XU Ting-fa~1, LIU Tai-hui~1,GU Hai-jun~2,SONG Jian-zhong~1, QIAO Shuang~(1,3) (1.Changchun Institute of Optics, Fine Mechanics and Physics,Chinese Academy of Sciences, Changchun 130022, China; 2.College of Communication Enginerring, Jilin University,Changchun 130012, China; 3.Department of Phisics,Northeast Normal University,Changchun 130024,China);Lossless image compression based on function-level evolvable hardware[J];Journal of Changchun Post and Telecommunication Institute;2004-02
9 MIAO Jing,YANG Yong,GU Xinchao,SUN Shuangzi,YANG Zhaolong,ZHANG Zirui (School of Computer Science and Technology,Changchun University of Changchun 130022);The Moment Invariants and Its Appliance of Image Retrieval Based on Shape Features[J];Journal of Changchun University of Science and Technology(Natural Science Edition);2009-01
10 Wang Keqi, Shi Ling, Bai Xuebing, Wang Yeqin(Northeast Forestry University, Harbin 150040, P. R. China);Analysis of Wood Surface Texture Based on Gibbs-MRF[J];Journal of Northeast Forestry University;2006-04
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 YANG Kai,JIANG Hua-wei College of Information Science and Engineering,Henan University of Technology,Zhengzhou 450001,China;Research of improved genetic algorithm for image segmentation based on fuzzy C-means clustering[J];Computer Engineering and Applications;2009-33
2 YANG Kai,JIANG Hua-wei College of Information Science and Engineering,Henan University of Technology,Zhengzhou 450001,China;Research of improved algorithm for multilevel thresholding image segmentation based on fuzzy maximum entropy[J];Computer Engineering and Applications;2009-32
3 REN Hong-e,ZHAO Lei,DONG Ben-zhi,WANG Rui-xin Northeast Forestry University,Harbin 150040,China;Timber species recognition approach based on mathematic simulation theory and its realization[J];Computer Engineering and Applications;2010-09
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved