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《Computer Engineering and Applications》 2004-34
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Generalized Co-occurrence Matrix Method for Content-based Image Retrieval

Yao Hongyu Li Bicheng(Dept.of Information Science,Information Engineering Institute,Information Engineering University,Zhengzhou 450002)  
The approach of co-occurrence matrix is widely used in texture-based image retrieval,yet it does not perform well when the image gets a rotation and great change in size.In this paper,the spatial information of the image is applied to image retrieval based on generalized image co-occurrence matrix.Firstly,a smoothed image is obtained by using Sobel operator.Secondly,we construct a matrix with the correspond pixels in both of these two images which is called generalized image co-occurrence matrix here.Thirdly,a set of statistical features according to this matrix is obtained.Finally,a vector composed with this set of statistical features is regarded as the final characterization of the image and is kept in the feature database.Experimental results show that the retrieval efficiency is improved greatly when being compared with the classic co-occurrence matrix method.
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 6 Hits
1 LI Li1, HAMIT Murat1, AXIMU Aikeremu2, KONG Dewei3, SUN Jing1 1. College of Medical Engineer Technology, Xinjiang Medical University, Urumqi 830011, China 2. Network Control Center, Xinjiang Medical University, Urumqi 830011, China 3. Department of Radiology, The First Affiliated Hospital, Xinjiang Medical University, Urumqi 830054, China;CT Image Feature Extraction Using GLCM for Xinjiang Local Liver Hydatid[J];Science & Technology Review;2010-16
2 Guo Xiuhua, et al( Department of Epidemiology and Health Statistics, School of Public Health and Family Medicine, Capital Medical University, Beijing 100069);Exploring the Risk Factors of Lung Pulmonary Nodules with Cancer Using Sandwich Logistic Regression Analysis[J];Journal of Mathematical Medicine;2008-01
3 SHAO Hong, ZHANG Jin-xia, CUI Wen-cheng, WU Yue-shu (College of Information Science and Engineering, Shenyang University and Technology, Shenyang 110178, China);Positive relevance feedback algorithm based on dynamic weight query point movement[J];Computer Engineering and Design;2009-20
4 HONG Qing Qi, WANG Bei Zhan, DONG Huai Lin, ZHANG Lei, CHEN Bing (School of Software, Xiamen University, Xiamen 361005, China);An improved method for image retrieval based on generalized co-occurrence matrix[J];Microcomputer & Its Applications;2007-S1
5 ZHU Fu-zhen, WU Bin* (School of Information and Engineering, Southwest University of Science and Technology, Mianyang 621010, China);B-scan ultrasonic image feature extraction of fatty liver based on gray level Co-occurrence matrix[J];Chinese Journal of Medical Imaging Technology;2006-02
6 WEI Jian-liang,XING Ji-shou(Beijing Information Technology and Science University,Beijing 100192,China);Analysis of the Turning Workpiece Surface Texture Based on Gray Level Co-occurrence Matrix[J];Machine Building & Automation;2009-01
China Proceedings of conference Full-text Database 1 Hits
1 Su Hui,Fei Shumin Department of Automatic Control,Southeast University,Nanjing 210096,China;The Texture Recognition of Fabric Based on Multi-resolution Analysis and Gray-level Co-occurrence[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 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
2 LIU Wei,ZHANG Hong,ZHOU Jie,TONG Qin-ye(College of Boimedical Engineering and Instrument Science,Zhejiang University,Hangzhou 310027,China);Medical Image Retrieval Based on Hilbert-Huang Transform[J];Chinese Journal of Sensors and Actuators;2007-05
3 YAN Mei-chun, ZHANG You-jing, BAO Yan-song ( Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China; Graduate School of Chinese Acdemy of Science, Beijing 100006, China; College of Water Resources and Environment, Hohai university , Nanjing 210098,China; Center of Remote Sensing and GIS ,Beijing Normal University, Beijing 100875, China);Extraction of urban grassland information from IDONOS image based on grey level co-coccurrence matrix[J];Engineering of Surveying and Mapping;2005-01
4 FU Xin-ji~{1,2,3}, YANG Ru-liang~1, YUE Hai-xia~-{1,2,3-}(1. Institute of Electronics, Chinese Academy of Sciences, Beijing 100080, China; 2. Graduate School, Chinese Academy of Sciences, Beijing 10039, China; 3. The National Key Laboratory of Microwave Imageing Technology, Beijing 10080, China);A New Feature Extracting Algorithm Based Gray Level Co-Occurrence Matrix[J];Journal of Test and Measurement Technology;2005-03
5 ZHANG Guang-yu,XIE Mei,MA Zheng (School of Electronic Engineering, UEST of China Chengdu 610054);A New Algorithm of Color Images Edge Detection[J];Journal of University of Electronic Science and Technology of China;2005-02
6 TAI Xiao-ying, WANG Li-dong, BA Te-er ( 1. Information Science and Engineering, NingBo University, NingBo 315211, China; 2. Qianjiang College of Hangzhou Normal University, HangZhou 310012, China; 3. Inner Mongolia Hospital, Hohehot 010017, China );Medical image retrieval based on wavelet texture, semantic feature and relevance feedback[J];Journal of Circuits and Systems;2007-04
7 HUANG Xiang-lin,SHEN Lan-sun (Signal and Information processing lab,Beijing Polytechnic University,Beijing 100022,China);Research on Content-Based Image Retrieval Techniques[J];Acta Electronica Sinica;2002-07
8 BO Hua,MA Fu-long,JIAO Li-cheng (Department of Automatization,Xidian University,Xi'an,Shaanxi 710071,China);Research on Computation of GLCM of Image Texture[J];Acta Electronica Sinica;2006-01
9 WANG Rong-gui, ZHANG You-sheng, GAO Jun, PENG Qing-song, HU Liang-mei (College of Computer and Information,Hefei University of Technology, Hefei 230009,China);Research on Learning Bayesian Network and Its Application in Text Detections[J];Journal of Fudan University;2004-05
10 LI Hong-lin~1,ZHANG Zhong-min~1,YI Zong-qi~2 (1.College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China; 2.Department of Information Engineering, Harbin Electric Power Technical College, Harbin 150030, China);The application of median filtering on image processing[J];Information Technology;2004-07
【Secondary References】
Chinese Journal Full-text Database 4 Hits
1 ZHANG Yong,WANG Huan,GUO Xiuhua School of Public Health and Family Medicine,Capital Medical University,Beijing 100069;A way of disease diagnosis and its application status depending on texture feature of medical image[J];Beijing Biomedical Engineering;2008-04
2 CHEN Si CHEN Xing-xin WANG Ning CHEN Lei China University of Mining and Technology(Xuzhou 221008);A Research on the Quantified Parameters of Rabbit Ultrasonic Fat Liver Image[J];China Medical Device Information;2009-07
3 LIU Yan,GUAN Wei-qiao,DONG Jun-bin,LI Chao-feng(Computer Center of Zhongshan School of Medicine,Sun Yat-Sen University,Guangzhou 510080,China);Osseous tumors imaging analysis based on the gray level co-occurrence matrix[J];Chinese Journal of Medical Imaging Technology;2009-08
4 LUO Hong-yan 1,YANG Wei-ping 1,LI Kai 2,ZHENG Xiao-lin 1,ZHANG Shao-xiang 2,HU Nan 1,HOU Wen-sheng 1,TAN Li-wen 2(1.Bioengineering College,Chongqing University,Chongqing 400030,China;2.Department of Anatomy,Third Military Medical University,Chongqing 400038,China);Automatic registration for slice images of digital mouse[J];Chinese Journal of Medical Imaging Technology;2009-11
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