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《Science of Surveying and Mapping》 2009-01
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High resolution images change detection based on region feature

WANG Mu-hua①②,ZHANG Jix-ian①,LI Hai-tao①,XU Hua-long①②(①Chinese Acadamy of Surveying and Mapping,Beijing 100039,China,②Liaoning Technical University,Liaoning Fuxin 123000,China)  
Traditional pixel-based change detection methods often ignore the spatial,texture and structure information of regions of interest,which is a huge challenge for high resolution images change detection.The region-based approach proposed in this paper takes advantage of the object-orient idea to detect object-specific changes.There are six steps:images pre-processing,homogenous region acquisition,region features selection,associated region searching,region features comparison,accuracy assessment and change visualization.We applied the method studied in this paper to detect symbolic building changes during earthquake of Bam,Iran and the overall accuracy reaches to 89.73%.
【Fund】: 地理空间信息工程国家测绘局重点实验室基金项目“高分辨率遥感影像对象级分类方法研究”
【CateGory Index】: TP751
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【References】
Chinese Journal Full-text Database 4 Hits
1 CHEN Xin-biao(School of Geosciences and Info-Physics,Central South University,Changsha 410083,China);A Summary of Change Detection Techniques of Remote Sensing Imagery[J];Geomatics & Spatial Information Technology;2012-09
2 JIA Chunyang;LI Weihua;LI Xiaochun;The Institute of Imformation and Navigation,Air Force Engineering University;;High- resolution remote sensing image segmentation based on weight adaptive fractal net evolution approach[J];Remote Sensing for Land & Resources;2013-04
3 Liu Yong-chun;Wang Guang-xue;Li Ping;Yan Xiao-peng;National Key Laboratory of Mechatronic Engineer and Control,Beijing Institute of Technology;Department of Information Countermeasures,Air Force Early Warning Academy;;SAR Images Change Detection Based on Comparison of Two-dimensional Probability Density Functions[J];Journal of Electronics & Information Technology;2015-05
4 SUI Yin-ling,ZOU Huan-xin,LEI Lin,LI Zhi-yong (School of Electronic Science and Engineering,National University of Defense Technology,Changsha 410073,China);A novel change detection method of harbor ship target based on template[J];Computer Engineering & Science;2013-06
【Citations】
Chinese Journal Full-text Database 1 Hits
1 XIE Ming-hong,ZHANG Ya-fei,FU Kun,WU Yi-rong(Institute of Electronics,Chinese Academy of Sciences,Beijing 100080;Graduate University of the Chinese Academy of Sciences,Beijing 100039);Contour extraction of regular targets in images[J];Science of Surveying and Mapping;2007-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WU Bin,HU Yan-yan,XIAO Ai-min,HE Cun-fu,SONG Guo-rong (College of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology,Beijing 100022,China);Study on Machine Vision Based on Bottle Inspecting System[J];Journal of Beijing University of Technology;2007-02
2 LIU Xiao-xia,XU Gui-li,JI Sheng-yu(College of Automation Engineering,Nanjing University of Aeronautics &Astronautics,Nanjing 210016,China);Improved method of infrared warship image segmentation[J];Transducer and Microsystem Technologies;2008-06
3 LIU Ke-li①,YAO Ji-li②(①School of Architecture Engineering,Shandong University of Technology,Zibo 255049,China;②School of Architecture Engineering,Shandong University of Technology,Zibo 255049,China);An adjustment problem about position and orientation of ellipse geomatic entity[J];Science of Surveying and Mapping;2008-06
4 NIE Hong(Orient Science & Technology College of Hunan Agricultural University,Changsha 410128,China);Application of Genetic Algorithm based on Otsu Theory in Image Segmentation[J];Journal of Xiangnan University;2010-02
5 HAN Yan-li(The Research Center of Remote Sensing Application Technology, Tongji University,Shanghai 200092,China);Researching on Pretreatment Apporaches of Architecture’s 3D Reconstruction Based on a Single Close-Range Image[J];Geomatics & Spatial Information Technology;2006-01
6 YANG Ying ZHAO Guang-yao ZHOU Wei (School of Mechanical Engineering & Automation,Northeastern University,Shenyang 110004,China.;A Method to Locate Driver's Face Under Obscure Conditions[J];Journal of Northeastern University(Natural Science);2008-03
7 SUN Hong-guang1,2,BU Qian1,LI Huan-li1,ZHANG Jin1,ZHANG Hui-jie1(1.College of Computer,Northeast Normal University,Changchun 130024,China; 2.College of Mechanical Electronical and Engineering,Changchun University of Science and Technology, Changchun 130022,China; 3.Changchun Institute of Optic Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China);The weak target detection algorithm under cloud background based on OTSU segmentation[J];Journal of Northeast Normal University(Natural Science Edition);2009-02
8 FAN Hua-zhong~(1,2),ZHANG Bo-hu~1,FENG Yan~1(1.Armed Police Force Engineering Institute,Xi'an 710086,China;2.Shanghai General Brigade of Armed Police Force,Shanghai 200336,China);A pick-up algorithm of flame object in fire identification system[J];Electronics Optics & Control;2006-01
9 WANG Xinling1,XING Xiuhong2 (1. Beijing Railway Bureau,DPT. of Fengtai Vehicle Tianjin depot regional,Beijing 300012; 2. Tangshan Industrial Vocational and Technical College,Tangshan 063020);Cracks in the Wall Image Processing[J];Computer Programming Skills & Maintenance;2009-12
10 CHEN Ying,WU Ai-guo(Automation College,Tianjin University,Tianjin 300072,China);Software Design of Fire Detection System Based on Image Processing[J];Low Voltage Apparatus;2006-01
China Proceedings of conference Full-text Database 4 Hits
1 Yan Maode,Bo Shaobo,Li Xue,He Yuyao School of Information Engineering,Chang'an University,Xi'an 710064,P.R.China;An Adaptive Fuzzy Image Enhancement Algorithm for Local Regions[A];[C];2007
2 Yuan Gao,Shaohai Hu Institute of Information Science,Beijing JiaoTong University,Beijing 100044,P.R.China;A Fast Detection of Sequence Images in Complex Sea-sky Background[A];[C];2007
3 ;Auto-adapted Thresholding Segmentation In Satellite Imagery Small Object Detect[A];[C];2008
4 Jihong Liu~1,Chengyuan Wang~2 1.College of Information Science and Engineering,Northeastern University,Shenyang 110004,China 2.Sino-Dutch Biomedical and Information Engineering School,Northeastern University,Shenyang 110004,China;An Algorithm for Image Binarization Based on Adaptive Threshold[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LUO Chang-xin HU Xiao-hua (Bureau of Land and Resources of Hefei City,Hefei 230001,Anhui,China);COMPARING ANALYSIS OF SATELLITE REMOTE SENSING IMAGE AND AIRBORNE REMOTE SENSING IMAGE[J];Geology of Anhui;2008-03
2 XU Gao-cheng et al(College of Environment and Resource College,Southwest Science and Technology University,Mianyang,Sichuan 621010);Application of Supporting Vector Machine Technology in Extraction of Remote Sensing Image of Landslide[J];Journal of Anhui Agricultural Sciences;2009-06
3 TAN Qu-lin1,LIU Zheng-jun2,SHEN Wei1 (1.School of Civil Engineering and Architecture,Beijing Jiaotong University,Beijing 100044,China;2.Institute of Photogrammetry and Remote Sensing,Chinese Academy of Surveying and Mapping,Beijing 100039,China);An Algorithm for Object-Oriented Multi-Scale Remote Sensing Image Segmentation[J];Journal of Beijing Jiaotong University;2007-04
4 Li Wei Guan Yun-lan (East China Institute of Technology,Fuzhou Jiangxi 344000,China);Investigate of Remote Sensing Change Detection Method[J];Beijing Surveying and Mapping;2011-01
5 CAI Yunlong (Department of Urban and Environmental Sciences,Peking University,Beijing,100871);Perspectives on Innovation in Physical Geography[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;2000-04
6 QIN Qiming\ LU Rongjian (Institute of Remote Sensing and GIS,Peking University,China,100871);Satellite Image Classification Based on Fractal Dimension and Neural Networks[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;2000-06
7 GUO Zhen,CHEN Yuan-zhi (Communication University of China,Beijing 100024);Research of Thresholding Methods for Image Segmentation[J];Journal of Communication University of China(Science and Technology);2008-02
8 HE Heng-pan,ZHAO Min,SUN Di-hua(College of Automation,Chongqing University,Chongqing 400044,China);Meanshift Algorithm-based Edge Detection in Image[J];Journal of Chongqing Institute of Technology(Natural Science);2009-08
9 WANG Wei-ping,ZHOU Hai-yin,HU Yong-gang,WANG Jiong-qi(Department of Mathematic and System Science,National University ofDefense Technology,Changsha 410073,China);Detection of target change in SAR images based on cluster analysis[J];Transducer and Microsystem Technologies;2007-09
10 DENG Jun ZHOU Xiuhua LI Gang LI Yibing;The Application of Gabor Wavelet in the Texture Analysis of Remote Sensing Images[J];Standardization of Surveying and Mapping;2008-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 AN Liqiang,ZHANG Jingfa(Institute of Crustal Dynamics,CEA,Beijing 100085,China);Application situation and trend of remote sensing technology used in earthquake disaster survey[J];Journal of Earthquake Engineering and Engineering Vibration;2011-02
2 Zhang Zhouping,Zhang Chunkui(Xi'an Institute of Prospecting and Mapping,Xi'an 710054,China);Design and Implement of City Planning Illegal Surveillance System Based on the Remote Sensing Technology[J];Urban Geotechnical Investigation & Surveying;2013-02
3 LIU Jinyu1,2,ZHANG Jingfa1,LIU Guolin2(1.Institute of Crustal Dynamics,CEA,Beijing 100085,China;2.Shandong University of Science and Technology,Qingdao 266510,China);An analysis of earthquake damage information based on imaging mechanism of the high resolution SAR image[J];Remote Sensing for Land & Resources;2013-03
4 LIU Mingzhong;ZHANG Jingfa;LI Chenglong;LIU Guolin;;Road Damage Extraction from High Resolution Remote Sensing Imagery[J];Bulletin of Surveying and Mapping;2014-01
5 YANG Yetao;WANG Yingying;ZENG Youzhi;Institute of Geophysics and Geomatics,China University of Geosciences( Wuhan);Hubei Bureau of Meteorology;;Object-based high spatial resolution imagery analysis for landscape pattern extraction[J];Remote Sensing for Land & Resources;2014-04
6 XU Shimin;;Application of Remote Sensing in Earthquake Damage Monitoring[J];Geospatial Information;2014-05
7 ZHAI Yong-mei;CHEN Gang;HUANG Xiao-feng;Shanghai Institute of Disaster Prevention and Relief, Tongji University;College of Civil Engineering, Tongji University;School of Mechanical Engineering;;RESEARCH ON APPLICATION OF OBJECT-ORIENTED ANALYSIS TO ASSESSMENT OF EARTHQUAKE DAMAGE FROM REMOTE SENSING IMAGE[J];Journal of Disaster Prevention and Reduction;2015-01
8 GAN Tian;LI Jin-ping;LI Xiao-qiang;WANG Liu-wei;School of Tourism and Geographic Science,Yunnan Normal University;GIS Technology Research Center of Resource and Environment in Western China of Ministry of Education;;Object-oriented method of building damage extraction from high-resolution images[J];Engineering of Surveying and Mapping;2015-04
9 LIU Pengcheng;Yuanpei College,Shaoxing University;;Feature extraction of coastline contour based on level set theory[J];Remote Sensing for Land & Resources;2015-02
10 LV Jian-feng;LI Hai-tao;HAN Yan-shun;GU Hai-yan;YU Fan;Institute of Surveying and Geography Science,Liaoning University of Engineering and Technology;Chinese Academy of Surveying and Mapping;;A fractal net evolution multi-scale segment method based on distribution difference[J];Science of Surveying and Mapping;2015-07
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Xi-fu,XU Jian-gang,WANG Quan (Department of Urban & Resources Sciences, Nanjing University, Nanjing 210093, China);Extracting Building Shadow Information from High Resolution Images[J];Journal of Jiangxi Normal University (Natural Sciences Edition);2004-02
2 LI Ying 1, ZHAO Wen_ji 2, LI Xiao_lin 1 (1.College of Geoexploration and Technology, Jilin University, Changchun 130026,China; 2.Capital Normal University, Beijing 100037,China);CLASSIFICATION OF RS-IMAGE AND RECOGNITION TECHNIQUE UTILIZE IN LAND AND SOURCES INVESTIGATING[J];Journal of Changchun University of Science and Technology;2001-03
3 MAO Jian hua ,CHEN Fei,MAO Duan qian;A Method of Inspection for Topologic Relation Changes in the Displacement of Map Objects[J];Bulletin of Surveying and Mapping;2003-04
4 Zhu Honglei (LREIS, Institute of Geography, Beijing, 100101) Mao Zanyou (Institute of Remote Sensing and GIS, Beijing University, Beijing, 100871);KNOWLEDGE BASED IMAGE CLASSIFICATION APPROACH SUPPORTED BY A GIS[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1997-04
5 XU Miaozhong YU Zhihui (National Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,129 Luoyu Road,Wuhan 430079,China);AUTOMATED EXTRACTION OF SHADOWS IN VERY-HIGH RESOLUTION SPATIAL SATELLITE IMAGES[J];Wtusm Bulletin of Science and Technology;2003-01
6 SUN Xiao-sheng,WANG Guo-ming,SUN Li-mei(Heilongjiang Provincial Cente r of Geomatic s,Harbin150086,China);Research on Change Detection of Architectural Areas along Heilongjiang River by Remote Sensing Methods[J];Northeast Surveying and Mapping;2003-01
7 Yang Xinyong1,Huang Shengguo2 (1. College of Automation Engineering , Nanjing University of Aeronautics & Astronautics Nanjing 210016; 2. College of Civil Aviation, Nanjing University of Aeronautics & Astronautics Nanjing 210016);Magnetic Deviation Analysis and Verification for Magnetic Compass[J];Journal of University of Electronic Science and Technology of China;2004-05
8 YANG Cun jian 1,2 ,ZHOU Cheng hu 3 (1.Institute of Remote Sensing Applications, Beijing 100101; 2. Yunnan University, Kunming,650091; 3.LREIS, Chinese Academy of Sciences, Beijing 100101,China);Investigation on Classification of Remote Sensing Image on Basis of Knowledge[J];Geography and Territorial Research;2001-01
9 LI Pei-jun1,LI Zheng-xiao2(1.Institute of RS & GIS, Peking University, Beijing 100871,China;2.Geomatics Engineering, School of Civil Engineering, Purdue University, West Lafayette IN47907-1284, U.S.A.);Comparison of Three Geostatistical Texture Measures for Remotely Sensed Data Classification[J];Geography and Geo-Information Science;2003-04
10 Zhao Rui Zhao Hong He Longhua (Nanjing Institute of Geography & Limnology,Academia Sinica,Nanjing 210008)Gu Qijun Yang Hailang (Department of Mathematics,Nanjing University,Nanjing 210008);THE FRACTAL APPROACH TO GEOGRAPHICAL PHENOMENA[J];Scientia Geographica Sinica;1994-01
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