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《Acta Automatica Sinica》 2008-03
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Object-level Change Detection Based on Multiscale Fusion

HUO Chun-Lei~1 CHENG Jian~1 LU Han-Qing~1 ZHOU Zhi-Xin~(1,2) 1.National Laboratory of Pattern Recognition,Institute of Automation,Chinese Academy of Sciences,Beijing 100080 2.Beijing Institute of Remote Sensing,Beijing 100854  
Urban change detection based on multiscale fusion is discussed in this paper.The limitations of traditional change detection methods and the difficulties of urban change detection of very high resolution images are first analyzed. To address the above limitations,a novel object-level framework based on multiseale fusion is presented for urban change detection.Taking advantages of the object-level change detection,the framework can improve the separability of changed class and unchanged class.To further improve the change detection accuracy,two different multiscale fusion strategies are applied in the framework.Experimental results obtained on QuickBird images confirm the effectiveness of the proposed approach.
【Fund】: 国家自然科学基金创新群体项目(60121302)资助~~
【CateGory Index】: TP751
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【References】
Chinese Journal Full-text Database 2 Hits
1 LI Wei-Ming1 WU Yi-Hong1 HU Zhan-Yi11.National Laboratory of Pattern Recognition,Institute of Automation,Chinese Academy of Sciences,Beijing 100190;Urban Change Detection under Large View and Illumination Variations[J];Acta Automatica Sinica;2009-05
2 WANG Wen-jie,ZHAO Zhong-ming,ZHU Hai-qing(Dept.of Image Processing,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China);Object-oriented change detection method based on features fusion for high-resolution remote sensing image[J];Application Research of Computers;2009-08
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 MING Dong-ping,LUO Jian-cheng,SHEN Zhan-feng,WANG MinM,SEHNG Hao(The State Key Laboratory of Resources and Environmental Information System,IGSNRR,CAS,Beijing 100101);Research on information extraction and target recognition from high resolution remote sensing image[J];Science of Surveying and Mapping;2005-03
2 SUN Xiaoxia, ZHANG Jixian, LIU Zhengjun(the Chinese Academy of Surveying and Mapping,beijng 100039);Extracting the river and the road using an object oriented technique from IKONOS panchromatic imagery[J];Science of Surveying and Mapping;2006-01
3 WANG Qi-tian①, LIN Xiang-guo②, LIANG Yong③, LI Wen-jie③ (①Academic affairs office, Shandong Water Polytechnic, Ri’zhao 276826,China; ②School of resources and environment science, Wuhan University, Wuhan 430072,China; ③School of Information Science and Engineering , Shandong Agricultural University, Tai’an 271018,China);Extraction of winter wheat planting area by object-oriented classification method[J];Science of Surveying and Mapping;2008-02
4 CAO Bao,QIN Qi-ming,MA Hai-jian,QIU Yun-feng(Institute of Remote Sensing and GIS,Peking University,Beijing 100871,China);Application of Object-Oriented Approach to SPOT5 Image Classification:A Case Study in Haidian District,Beijing City[J];Geography and Geo-Information Science;2006-02
5 WANG Hai-jun1,LE Cheng-feng2(1.Department of Post-Graduates,Nanjing University of Information Science & Technology,Nanjing 210044;2.Jiangsu Provincial Key Laboratory of Geographic Information Science,Nanjing Normal University,Nanjing 210046,China);Extraction of Paddy Field Using Objects-Oriented Fuzzy Classification Approach Based on Texture Characteristic[J];Geography and Geo-Information Science;2008-05
6 LU Xuejun1, ZHOU Chenghu1, ZHANG Hongyan2, XU Zhigang2(1. Institute of Geographic Science and Resources Research,CAS, Beijing 100101, China;2. Key Laboratory of Wetland Ecology and Vegetation Restoration for National Environmental Protection, Northeast Normal University, Changchun 130024,China);Analytical Scheme on Scale-Structure of Geographical Space[J];Progress In Geography;2004-02
7 SUN Zhi-Ying1,3,ZHAO Yan-Feng2,CHEN Jie1,LI Gui-Lin1,3,TAN Man-Zhi1,3(1.State Key Laboratory of Soil and Sustainable Agriculture,Institute of Soil Science,Chinese Academy of Sciences,Nanjing,Jiangsu 210008;2.School of Environment and Water Conservancy,Zhengzhou University,Zhengzhou,Henan 450002;3.Graduate University of the Chinese Academy of Sciences,Beijing 100049);Application of Object-oriented Classification in Extraction of Impervious Degree of Urban Surface[J];Scientia Geographica Sinica;2007-06
8 MA Jian wen, TIAN Guo liang, WANG Chang yao, YAN Shou xun ( Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101, China);REVIEW OF THE DEVELOPMENT OF REMOTE SENSING CHANGE DETECTION TECHNOLOGY[J];Advance in Earth Sciences;2004-02
9 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
10 ZHAO Yu-luan,LIN Ai-wen(School of Resource and Environmental Science,Wuhan University,Wuhan 430079,China;MOE Key Laboratory of Geographic Information System,Wuhan University,Wuhan 430079,China);Urban Land Cover Classification Research Based on Object-oriented and Multi-scale Image Segmentation Techniques——A Case Study of Downtown Area of Wuhan City[J];Scientific and Technological Management of Land and Resources;2008-05
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