Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Image and Graphics》 2005-01
Add to Favorite Get Latest Update

A Survey on Color Image Segmentation Techniques

LIN Kai yan 1) , WU Jun hui 1) , XU Li hong 1),2) 1) (Modern Agricultural Science & Engineering Institute of Tongji University, Shanghai 200092) 2) (Control Science & Engineering Department of Tongji University, Shanghai 200092)  
Due to color image providing more information than monochrome image, color image processing is being paid more and more attention. Image segmentation is critical to image processing and pattern recognition, so all the typical approaches are presented and discussed in this paper. Basically, color image segmentation techniques are based on monochrome ones operating in different color spaces. This paper first reviewed some major color representation methods, then summarized the major color image segmentation approaches including histogram thresholding, characteristic feature clustering, region based approaches, edge detection, fuzzy techniques, neural networks, physics based method. The merits and drawbacks of the methods were discussed too. Fuzzy set theory provides a mechanism to present and manipulate uncertainty and ambiguity, which is desirable for image processing. So, the fuzzy approaches will have a promising application in the color image segmentation area.
【CateGory Index】: TP391.41
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 10 Hits
1 TIAN Yong-jiang,TENG Qi-zhi,HE Xiao-hai,LI Guo-li(Institute of Image Information,SCU,Chengdu 610064,China);A segmentation algorithm of laser-damaged image[J];Journal of Chengdu University of Information Technology;2007-02
2 PANG Xin-hua,ZHU Wen-quan,PAN Yao-zhong,JIA Bin(State Key Laboratory of Earth Surface Processes and Resource Ecology,Beijing Normal University;College of Resources Science & Technology,Beijing Normal University,Beijing 100875,China);Research on cultivated land parcel extraction based on high-resolution remote sensing image[J];Science of Surveying and Mapping;2009-01
3 YANG Ning1,ZHANG Pei-lin1,YU Li-di2,ZHANG Jian-feng1,WANG Jiang-tao3(1.Ordnance Engineering College,Shijiazhuang 050003,China;2.Baicheng Ordnance Test Center,Baicheng 137001,China;3.Equip Department,Naval Unit 75610,Shenzhen 518044,China);Image Segmentation of Color Wear Debris Based on LS-SVM[J];Vehicle Engine;2009-01
4 KONG Jun1,WANG Jia-nan2,GU Wen-xiang1,YIN Ming-hao1(1.College of Computer,Northeast Normal University,Changchun 130024,China;2.Network Information Center,Northeast Normal University,Changchun 130024,China);Automatic SRG based region for color image segmentation[J];Journal of Northeast Normal University(Natural Science Edition);2008-04
5 LIU Hai-liang (Henan Finance and Economics School, Zhengzhou 450012, China);Research on Digital Image Segmentation Techniques[J];Computer Knowledge and Technology;2009-09
6 NING Yu-dan (Shaoyang Vocational and Technical College, Shaoyang 422000, China);Region Growing Using Color and Spatial Information[J];Computer Knowledge and Technology;2009-12
7 ZHAO Jing, LI Xin-hua (China Women's University Shandong Branch, Ji'nan 250002,China);Algorithm Based on Regional Growth Trajectory of the Ball Recognition[J];Computer Knowledge and Technology;2009-12
8 NING Xu1,ZHANG Shao-xiang2,TAN Li-wen2,QIU Quan-guang2(1Department of Physics,2Department of Anatomy,College of Medicine,Third Military Medical University,Chongqing 400038,China);Background removal of visible digital images of human body[J];Acta Academiae Medicinae Militaris Tertiae;2007-16
9 TAN Li-wen1, ZHANG Shao-xiang1, RAN Xu2, SONG Lin1, HU Nan3 (1Department of Anatomy, 2 Department of Computer, College of Medicine, Third Military Medical University, Chongqing 400038; 3 College of Bioengineering, Chongqing University, Chongqing 400030, China);Establishment of segmentational data set of larynx based on Chinese visible human[J];Acta Academiae Medicinae Militaris Tertiae;2008-01
10 SHI Mei-hong,SHEN Liang,LONG Shi-zhong,HU Xi-min(School of Computer Science,Xi′an Polytechnic University,Xi′an 710048,China);The revision of conversion formula from RGB color space to HSV color space[J];Basic Sciences Journal of Textile Universities;2008-03
China Proceedings of conference Full-text Database 2 Hits
1 HUANG Wen-Ming, DENG Zhen-Rong, JI Dong-Hua;Segmentation of Blood Cells Image based on Support Vector Machines[A];[C];2008
2 QIAN Hui-fang~(1)(2) LI Peng-fei~(2) ZHU Hong~(1) ZHANG Heng-wei~(2) DENG Ying-na~(1) (1)(Automation and information engineering College,Xi'an University of Technology,Xi'an,710048) (2)(Eleconic information College,Xi'an Polytechnic University,,Xi'an,710048);Textile Printing Pattern Images Segmentation Base on K-means Clustering[A];[C];2008
【Citations】
Chinese Journal Full-text Database 6 Hits
1 HUANG YUMING(Beijing Institute of Control Engineering, 100080) XU GUANGYOU(Computer Science Department, Qinghua University, 100084) YE PEIJIAN(Chinese Academy of Space Technology);COLOR IMAGE SEGMENTATION BASED ON PHYSICAL MODEL[J];Acta Automatica Sinica;1992-04
2 GengBoying LuJianfeng YangJingyu (Department of Computer Science and Engineering,NUST,Nanjing 210094);An Approach to Color Image Segmentation Based on Fuzzy Dominant Color and Road Detection[J];JOURNAL OF NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY;2000-04
3 Liu Jianzhuang;Xie Weixin;An efficient pyramidal color image segmentation method with fuzzy clustering[J];Journal of Xidian University;1993-01
4 MA Li-hong 1) , ZHANG Yu 2) , DENG Jian-ping 1) 1) (IPPR Lab,Dept. of Communication & Electronic Engineering, South China Univ. Of Tech., 510640) 2) (Research Institute of Computer Application, South China Univ. Of Tech., 510640);A Target Segmentation Algorithm Based on Opening-Closing Binary Marker on Watersheds and Texture Merging[J];Journal of Image and Graphics;2003-01
5 LIN Kai-yan, XU Li-hong, WU Jun-hui (Information and Control Department of Tonji University, Shanghai 200092);A Fast Fuzzy C-Means Clustering for Color Image Segmentation[J];Journal of Image and Graphics;2004-02
6 WANG Xing wei, SHEN Lan sun, WEI Bao guo, LIU Dang hui(Beijing Signal and Information Processing Lab, Beijing Polytechnic University, Beijing 100022);THE FOCUS SEGMENTATION OF COLOR OPHTHALMOLOGIC IMAGE BASED ON MODIFIED K-MEANS CLUSTERING AND MATHEMATICAL MORPHOLOGY[J];Chinese Journal of Biomedical Engineering;2002-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Xiaohong,YI Yongzheng(University of Shanghai for Science and Technology,Shanghai200093,China);Research of Printing Dot Image Segmentation Using Fuzzy Cluster Method[J];Packaging Engineering;2006-03
2 Wang Xuejun (Dept.of Computer Eng.,Changchun Post and Telecommun.Inst.,130012 Changchun) Liu Tiejun (Dept. of Management Engineer);Development and implimentation for pyramid vector quantization of image coding[J];JOURNAL OF CHANGCHUN POST AND TELECOMMUNICATION INSTITUTE;1997-01
3 JIANG Yan 1,GAO Qing ji 1,2 ,ZHANG Li hui 1,SHI Chao xia 1 (1.Department of Automatic Control Engineering,Northeast China Institute of Electric Power Engineering,Jilin City 132012;2.Department of Computer Science and Technology,Harbin Institute of Technology,Harbin City 150001);Research on Recognition and Localization Methods for Autonomous Soccer Robot[J];Journal of Northeast China Institute of Electric Power Engineering;2002-03
4 PANG Lin~1,GAO Qing-ji~2 ,QIN Yu-hua~1,ZHANG Shu-yong~1(1.Dept.of Chemistry, Northeast Institute of Electric Power Engineering, Jilin City, China, 132012;2.School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China, 150001);A New Method to Determine the Color Solution Concentration Based on the Computer Vision[J];Journal of Northeast China Institute of Electric Power Engineering(Natural Science Edition);2005-01
5 WANG Xing-wei, SHEN Lan-sun, LIU Dang-hui (Signal and Information Processing Lab, Beijing Polytechnic University,Beijing 100022,China);An Image Processing Based Method for Cornea Opacity Analysis[J];Journal of Circuits and Systems;2002-02
6 YANG Wen-ming1,2, LIAO Qing-min1, LIU Ji-lin2 ( 1. Tsinghua-PolyU Biometrics Joint Lab., Graduate School at Shenzhen, Tsinghua University, Shenzhen, 518055, China; 2. Institute of Information and Communication Engineering, Zhejiang University, Hangzhou 310027, China );Semantic image segmentation integrating gradient reconstruction and non-linear processing[J];Journal of Circuits and Systems;2008-04
7 MA Li-hong1, CHEN Xiao-tang1, ZHANG Yu2 (1. Dept. of Electronic Eng. and Comm., South China Univ. of Tech., Guangzhou 510641, China; 2. Research Inst. of Comp. Appl., South China Univ. of Tech., Guangzhou 510641, China);Video Object Segmentation Based on Merging Criterion and Geodesic Dilation[J];TV Engineering;2004-03
8 TIAN Po-huang,LI Bi-cheng,PENG Tian-qiang (Department of Information Science,School of Information Engineering,Information Engineering University,Zhengzhou 450002,China);Efficient Approach of Video Text Retrieval[J];Video Engineering;2007-10
9 Li Wenhua(Dongfang Electronics Group Co.Yantai 264001)Wang Zhishun;He Zhenya(Dept.of Radio Engineering.Southeast University.Nanjing 210096)Xie Weixin (Xidian University,Xi'an 710071);Interval-Valued Fuzzy C-Means Clustering Neural Networks Based on Interval-Valued Fuzzy Logic Neurons[J];ACTA ELECTRONICA SINICA;1998-10
10 Zeng Xin-yi,Zhang Yun,Ji Xiu- xia,Wang Jin-hua,Xin Zhe-kui (College of Automation,Guangdong University of Technology,Guangzhou 510090,China);Image Segment of PCB Based on Watershed Trans form[J];Electronics Quality;2007-01
China Proceedings of conference Full-text Database 6 Hits
1 Hu Tao Zheng Min-dong Dept.of Electronical Information Engineering,Xi'an Univ.of Tech.,Xi'an China 710048;Digital Image Processing for Detecting and Recognizing Dots in Color Printing Images[A];[C];2005
2 FU Rong, SHEN Hong The Psychopathology Department of Nanfang Medical University, Guanghou 510515);C-Mean Clustering Method for Color Immunohistochemical Image Segmentation Based on Matlab[A];[C];2006
3 Liu Jia Li zheying Wang shuying Beijing Union University Institution of Micro-electronic Application Tech;Study on the Road Sign Recognition[A];[C];2008
4 QIAN Hui-fang~(1)(2) LI Peng-fei~(2) ZHU Hong~(1) ZHANG Heng-wei~(2) DENG Ying-na~(1) (1)(Automation and information engineering College,Xi'an University of Technology,Xi'an,710048) (2)(Eleconic information College,Xi'an Polytechnic University,,Xi'an,710048);Textile Printing Pattern Images Segmentation Base on K-means Clustering[A];[C];2008
5 Chen Wentao (Department of Computer Science and Information Technique, Chongqing Technology and Business University, Chongqing 400067, China);Research on Fast Tobacco Foreign Material Pattern Recognition System and Arithmetic[A];[C];2005
6 LIU Fei,LU Hui-min,ZHENG Zhi-qiang(School of Mechatronics Engineering and Automation,National University of Defense Technology,Changsha,410073,China);Improved color classification method for robot soccer[A];[C];2007
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 LU Ying-hua,CUI Jing-xia(College of Computer Science,Northeast Normal University,Changchun 130117,China);Research on expression-based fast wavelet transform-projection-BP neural network approaches[J];Journal of Northeast Normal University(Natural Science Edition);2009-02
2 NING Yu-dan (Shaoyang Vocational and Technical College, Shaoyang 422000, China);Region Growing Using Color and Spatial Information[J];Computer Knowledge and Technology;2009-12
3 TAN Li-wen1, ZHANG Shao-xiang1, RAN Xu2, SONG Lin1, HU Nan3 (1Department of Anatomy, 2 Department of Computer, College of Medicine, Third Military Medical University, Chongqing 400038; 3 College of Bioengineering, Chongqing University, Chongqing 400030, China);Establishment of segmentational data set of larynx based on Chinese visible human[J];Acta Academiae Medicinae Militaris Tertiae;2008-01
4 CHENG Guo1,GUO Yan-li1,ZHANG Shao-xiang2,LI Rui1,TAN Li-wen2,LI Kai2 (1Department of Ultrasound,Southwest Hospital,2Department of Anatomy,College of Medicine,Third Military Medical University,Chongqing 400038,China);Comparative study between visible human liver and ultrasonography[J];Acta Academiae Medicinae Militaris Tertiae;2008-23
5 YAN Haiying (The Second Surveying and Mapping Institute of Xinjiang Uygur Region, Urumqi 830002,China);Extraction of Urban Greenland Using Object-oriented Classification Method[J];Geospatial Information;2008-02
6 LIU Yan-bao1,CAO Shu-gang1,LIU Yu-cheng1,2,ZHANG Liqiang1,LI Yong1,WANG Jun1 (1.Key Laboratory for the Exploitation of Southwestern Resources and Environmental Disaster Control Engineering,Ministry of Education,Chongqing University,Chongqing 400030,P.R.China;2.Bijie College,Bijie 551700,P.R.China);Application of a support vector machine to meso-structural image analysis of geomaterials[J];Journal of Chongqing University;2008-07
7 SHI Bin1, TANG Chao-sheng1, WANG Bao-jun1, JIANG Hong-tao2 ( 1. School of Earth Sciences and Engineering, Nanjing University, Nanjing 210093, China;2. School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210093, China );Development and Mechanism of Desiccation Cracking of Clayey Soil under Different Temperatures[J];Geological Journal of China Universities;2009-02
8 HUANG Wen-ming,DENG Zhen-rong,JI Dong-hua(Computer and Control College,Guilin University of Electronic Technology,Guilin,Guangxi,541004,China);Segmentation of Blood Cells Image Based on Support Vector Machines[J];Journal of Guangxi Academy of Sciences;2008-04
9 GU Shu-juan,BAI Wan-min,YU Jun(Xi'an Technological University,Xi'an 710032,China);Study on the Regional Segmentation for Pattern Painting Camouflage Design[J];Computer Knowledge and Technology;2009-22
10 CUI Yuan-yuan,JIANG Xian-gang(Institute of Information and Control Engineering,East China Jiaotong University,Nanchang 330013,China);Research on the Adhering Segmentation Based on the Local Distribution Characteristics of Cell Image[J];Journal of East China Jiaotong University;2009-02
China Proceedings of conference Full-text Database 1 Hits
1 SUN Ji-feng QIU Wei-dong YU Wei-yu YU Ying-lin (Institute of Electronics and Information,South China University of Technology Guangzhou 510640);The Research of Image Semantics Classification Based on Neural Network[A];[C];2006
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 Ding Zhen;Hu Zhongshan; Yang Jingyu; Tang Zhenming (School of Information and Automation, NUST,Nanjing210094);FCM Algorithm for the Research of Intensity Image Segmentation[J];Acta Electronica Sinica;1997-05
2 Xu Guangyou; Jia Xiangyi (Department of Computer Science and Technology, Tsinghua University, Beijing 100084);Estimation of Spectral Power Distribution of Illumination and Color Classification[J];ACTA OPTICA SINICA;1994-08
3 1) PEI Ji Hong 2) YANG Xuan ( 1) School of Electronic Engineering,Xidian Univ., Xi’an Shaanxi 710071, China; 2) Laboratory of Image Processing and Pattern Recognition, Xi’an Jiaotong University, Xi’an, Shaanxi 710049,;IMAGE SEGMENTATION METHOD BASED ON PYRAMID FCM CLUSTERING AND REGION FUZZY MERGENCE[J];JOURNAL OF INFRARED AND MILLIMETER WAVES;1999-01
4 WU Ying\|qian, SHI Peng\|fei (Institute of Pattern Recognition & Image Processing, Shanghai Jiao Tong University, Shanghai 200030, China);Approach of FCM clustering image segmentation based on improved evolution strategies[J];Infrared and Laser Engineering;2002-06
5 CAO Li Hua,LIU Wei, and LI Guo Hui (Multimedia Research Center,National University of Defense Technology,Changsha\ 410073);RESEARCH AND IMPLEMENTATION OF AN IMAGE RETRIEVAL ALGORITHM BASED ON MULTIPLE DOMINANT COLORS[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-01
6 Tao Linmi;Yao Guozheng;Wang Yunjiu Institute of Biopysics, Academia Sinica, Beijing 100101, P. R. China;A COMPUTATIONAL THEORY FOR HUMAN COLOR VISION[J];Acta Psychologica Sinica;1993-03
7 ZHANG Xin ming, SHEN Lan sun, SHEN Bo (Laboratory of Signal & Information Processing, Beijing Polytechnic University, Beijing 100022);Feature Distance Based Thresholding for Ophthalmologic Image Segmentation[J];Journal of Image and Graphics;2001-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved