Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Beijing Surveying and Mapping》 2007-03
Add to Favorite Get Latest Update

Study of Texture Images Extraction Based on Gray Level Co-Occurence Matrix

FENG Jian-hui,YANG Yu-jing (Faculty of Land Resource Engineering of Kuming University of Science and Technology, Kuming,Yunnan,650093)  
The non-spectral characteristics play an important role in assisting the image classification in remote sensing, as these characteristics can avoid the mistake classification maken by the "the same object with different spectrum" phenomenons. The texture ch aracteristic is one kind of non-spectral characteristics. It is also helpful to improve the classification precision. In this paper, co-occurrence matrix applied to extract the texture images based on pixel level is discussed and experiments are carried out to analyze this method.
【CateGory Index】: P237
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 5 Hits
1 HUANG Chun-long1,XING Li-xin1,HAN Dong21.College Of GeoExploration Science and Technology,Jilin University,Changchun 130026,China2.Disaster Reduction Center of Jilin Province,Changchun 130026,China;Extracting the Information of Water System Based on Texture Features[J];Journal of Jilin University(Earth Science Edition);2008-S1
2 YANG Yu-jing1,YU Yan-wei1,FENG Jian-hui2(1.The First Institute of Surveying and Mapping of Hebei Province,Shijiazhuang 050031,China;2.Faculty of Land Resource Engineering of Kunming University of Science and Technology,Kunming 650093,China);The Research in Assistant Classification of Remote Sensing Images by Texture Feature[J];Geomatics & Spatial Information Technology;2008-06
3 XU Ke,YANG Chao-lin,ZHOU Peng,YANG Cheng,LI Xi-gang National Engineering Research Center for Advanced Rolling Technology,University of Science and Technology Beijing,Beijing 100083,Cnina;On-line detection technique of surface cracks for continuous casting slabs based on linear lasers[J];Journal of University of Science and Technology Beijing;2009-12
4 MENG Jiaoru(College of Electric and Information Engineering,Heilongjiang Institute of Science and Technology,Harbin 150027,China);Aero-engine interior damage recognition based on support vector machine[J];Journal of Heilongjiang Institute of Science and Technology;2009-01
5 YANG Yu-jing1,FENG Jian-hui2(1.The first Institute of Surveying and Mapping of Hebei Province,Shijiazhuang,Hebei,050031;2.Faculty of Land Resource Engineering of Kunming University of Science and Technology,Kunming,Yunnan,650093);Research on Extraction and Assistant Classification of Remote Sensing for Texture Feature[J];Hydrographic Surveying and Charting;2008-04
【Citations】
Chinese Journal Full-text Database 1 Hits
1 GUO DE-jun, SONG Zhe-cun(College of Mechanical Electricity Engineering , Northeast Forestry University, Heilongjiang Harbin 150040,china);A Study on Texture Image Classifying Based on Gray-level Co-occurrence Matrix[J];Forestry Machinery & Woodworking Equipment;2005-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Yu-jing1,YU Yan-wei1,FENG Jian-hui2(1.The First Institute of Surveying and Mapping of Hebei Province,Shijiazhuang 050031,China;2.Faculty of Land Resource Engineering of Kunming University of Science and Technology,Kunming 650093,China);The Research in Assistant Classification of Remote Sensing Images by Texture Feature[J];Geomatics & Spatial Information Technology;2008-06
2 GAN Ke, XIE Ming, and LUO Dai-sheng (Institute of Image Information, Sichuan University Chengdu 610064);A Segmentation Based on Feature for LSCM Sequence Images[J];Journal of University of Electronic Science and Technology of China;2008-04
3 MA Shuai-Ying(Modern Educational Technology Center,Dalian Nationalities University,Dalian Liaoning 116605;China);Texture Image Classification Based on Gray Level Co-occurrence Matrix and BP Neural Network Ensemble[J];Journal of Dalian Nationalities University;2009-03
4 GAO Shi Zhong,LU Yi Feng,CAI Zhen Wei,DANG Xia (Electromechanical Engineering Department,Henan Industry &Trade Vocational College,Zhengzhou 450012,China);Research of defect detection of cord fabrics based on GLCM[J];Application of Electronic Technique;2008-01
5 FENG JianZHOU Chen-boYU Wen-yingXU Hong-yuDONG Yan( College of Electro-optical Information,Yantai University ,Yantai 264005,China );Implementation of Surface Roughness With Image Texture Analysis[J];Optics & Optoelectronic Technology;2007-02
6 SUN Jian-guo①,YANG Shu-wen①,DUAN Huan-e②,WANG Pei②,YAN Hao-wen①(①Mathematics,Physics and Software Engineering School of Lanzhou Jiaotong University,Lanzhou 730070,China;②Center of land resources survey and geological environment monitoring of Lanzhou City,Lanzhou 730070,China.);Land use/cover classification of high resolution remote sensing images of mountainous areas based on texture and spectral information[J];Science of Surveying and Mapping;2009-06
7 Chen Feng Huang Yuan Jing Tao Li Xinghua (College of Electronics and Information Engineering,Beijing Jiaotong University,Beijing,100044,China);Research on Clarity-evaluation-method for skin image[J];Information & Communications;2007-06
8 YANG Yu-jing1,FENG Jian-hui2(1.The first Institute of Surveying and Mapping of Hebei Province,Shijiazhuang,Hebei,050031;2.Faculty of Land Resource Engineering of Kunming University of Science and Technology,Kunming,Yunnan,650093);Research on Extraction and Assistant Classification of Remote Sensing for Texture Feature[J];Hydrographic Surveying and Charting;2008-04
9 SU Jing,LI Ming Key Laboratory of Nondestructive Test(Ministry of Education),Nanchang Hangkong University,Nanchang 330063,China;Research of metal fracture image classification based on GLCM[J];Computer Engineering and Applications;2008-09
10 YUAN Li-hong,FU Li,YANG Yong,MIAO Jing(School of Computer Science and Technology,Changchun University of Science and Technology,Changchun Jilin 130022,China);Analysis of texture feature extracted by gray level co-occurrence matrix[J];Journal of Computer Applications;2009-04
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Bao Xiaodong(Beijing Polytechnic College,Beijing 100042,China);Current Situation and Present Development of Intelligent Transport System Traffic[J];Journal of Beijing Polytechnic College;2007-02
2 SHI Hai-liang, ZHOU Shao-guang, ZHAO Jian-quan (The college of civil engineering, Hohai University, Nanjing, 210098, China);Road Extraction of Urban Area from Remote Sensing Images[J];Beijing Surveying and Mapping;2006-02
3 WANG Hui-Ming,SHI Ping(Information Engineering School,Communication University of China,Beijing 100024,China);Methods to Extract Images Texture Features[J];Journal of Communication University of China(Science and Technology);2006-01
4 Wu Yang Yuan Yunneng (School of Electronics and Information Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Texture image segmentation method based on wavelet packet transform and FCM clustring[J];Journal of Beijing University of Aeronautics and Astronautics;2008-05
5 XU Ke,ZHOU Maogui,XU Jinwu,YANG Chaolin,ZHOU Peng,GAO Yang National Engineering Research Center for Advanced Rolling Technology,University of Science and Technology Beijing,Beijing 100083,China;On-line surface inspection system for hot-rolled strips based on linear laser[J];Journal of University of Science and Technology Beijing;2008-01
6 YANG Shou yi, LUO Wei xiong (Dept. of Electronics Engineering, Beijing Institute of Technology, Beijing100081, China);A Method of Objectively Assessing Image Quality Based on High Order Statistics[J];Journal of Beijing Institute of Technology;2001-05
7 Wang Renhua; Huo Hongtao; You Xianxiang. School of Resources and Environment,Beijing For. Univ., 100083, P. R. China.;Forest vegetation classification of TM images using artificial neural network[J];Journal of Beijing Forestry University;2003-04
8 You Xianxiang; Wang Jixing.School of Resources and Environment, Beijing For. Univ., 100083, P.R.China.;Practical study on the building of digital Badaling forest center.[J];Journal of Beijing Forestry University;2003-S1
9 LIU Hao xue (Beijing Institute of Graphic Communication, Beijing ,102600,China);The Application of CIE Uniform Color Space and Its Color Difference Formula[J];Journal of Beijing Institute of Graphic Communacation;2003-03
10 LIANG Tiecheng,LI Tonglin,DONG Ruichun(College of GeoExploration Science and Technology,Jilin University, Changchun130025,China);A STUDY ON ATTENUATION OF VEHICLE CAUSED VIBRATION[J];Journal of Changchun University of Science and Technology;2003-03
【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 MA Shuai-Ying(Modern Educational Technology Center,Dalian Nationalities University,Dalian Liaoning 116605;China);Texture Image Classification Based on Gray Level Co-occurrence Matrix and BP Neural Network Ensemble[J];Journal of Dalian Nationalities University;2009-03
2 KONG Yue-ping,GENG Ye(College of Information and Control,Xi'an University of Architecture and Technology,Xi'an 710055,China);Lossless Compression Method for Ordered Dither Halftone[J];Acta Photonica Sinica;2009-05
3 GONG Jianming,YANG Xiaomei,ZHANG Tao,HE Yawen,LI Qin(Institute of Geographical Sciences and Natural Resources Research,CAS,Beijing 100101,China);Information Extraction of Glacier and Its Landform Classes Based on Multi-feature Remote Sensing Image Combination[J];Journal of Geo-Information Science;2009-06
4 LiuLelea,b,WangYunjiaa,b,ChenGuolianga,b,QiaoHaorana,b(a.Jiangsu Key Laboratory of Resources and Environmental Information Engineering,China University of Mining and Technology;b.School of Environment Science and Spatial Informatics,Xuzhou 221008,China);Research of Urban Change Monitoring Based on Multi-source Remote Sensing Data:A Case of Zhengzhou City[J];Areal Research and Development;2010-01
5 KONG Yue-ping,DU Xu-miao(School of Information & Control,Xi'an University of Architecture & Technology,Xi'an 710055,China);Recognition algorithm for halftone image classification[J];Application Research of Computers;2009-12
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 CHEN Mei,LIU Feng (Department of Computer Science,Guizhou University,Guiyang 550025 China);A Texture Recognition Technology Based on Neural Network[J];Journal of Guizhou University(Natural Science);2003-04
2 LI Bing chun,GENG Guo hua,SUN Lei(Department of Computer Science, Northwest University, Xian Shaanxi 710069,China);Design of Mammography Classifier Based on Proximal Support Vector Machine[J];Computer Applications;2004-07
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved