Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Geodaetica Et Cartographic Sinica》 2005-04
Add to Favorite Get Latest Update

Multitemporal Remote Sensing Image Change Detection Based on Adaptive Parameter Estimation

ZHONG Jia-qiang,WANG Run-Sheng(ATR National Laboratory,National University of Defense Technology,Changsha 410073,China)  
An image change detection algorithm based on adaptive parameter estimation for multi-temporal remote sensing is proposed in this paper.Firstly,hierarchical Markov Random Fields(HMRF) model is used to combine both statistical and contextual property of difference image.Secondly,an unsupervised iterative adaptive parameter estimation method is used for difference image classification and changed pixels detection.In each iterative of parameter estimation,parameter obtained by last iterative is used for difference image MAP classification at first.Then,it is adjusted according to the result of the MAP classification.In such cycles iterative,parameter estimation and difference image classification can be performed adaptively.
【CateGory Index】: P237
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 4 Hits
1 MA Xue-mei,LEI Xiu-li,LI Xi-feng,ZHANG Bao-hua;Extracting Valley Impervious Surfaces and It’s Change Information Based on the Technology of Data Mining[J];Bulletin of Surveying and Mapping;2007-12
2 SHEN Shao-hong,LAI Zu-long,WAN You-chuan;Change Detection of High-resolution RS Imagery Based on Fusion[J];Bulletin of Surveying and Mapping;2009-03
3 LAI Zulong,SHEN Shaohong,CHENG Xinwen,ZHANG Jie;Change Detection of High-resolution Remote Sensing Image Based on Map Spot[J];Bulletin of Surveying and Mapping;2009-08
4 SONG Yan1,2,YUAN Xiu-xiao1,FU Ying-chun31.School of Remote Sensing and Information Engineering,Wuhan University,Hubei Wuhan 430079,China;2.Faculty of Information Engineering,China University of Geosciences,Hubei Wuhan 430074,China;3.Department of Geography;South China Normal University;Guangdong Guangzhou 510631,China;Research and extension of remote sensing image change detection method based on gaussian mixture model and contextual information[J];Journal of Remote Sensing;2009-01
Chinese Journal Full-text Database 10 Hits
1 Mao Kebiao,Liu Fengde,Su Yuyang,Pang Hua(Chinese Academy of Surveying and Mapping,Beijing,100039);Research on the Application of Remote Sensing Images in Landuse Renewal-with the Flood Prevention GIS of Lixiahe Area (LXFPGIS) as an Example[J];DEVELOPMENTS IN SURVEYING AND MAPPING;2000-02
2 ZHANG Bing zhi,ZHANG Ji xian,ZHANG Li(Chinese Academy of Surveying and Mapping,Beijing,China,100039);Comparison of Multi-source Images Fusion in Landuse Dynamic Detection[J];DEVELOPMENTS IN SURVEYING AND MAPPING;2000-03
3 ZHANG Li ①,PENG Zi-feng ②,ZHANG Ji-xian ①,ZHANG Bing-zhi ①(①Chinese Academy of Surveying and Mapping,Beijing 100039,China;②Shenzhen Municipal Planning & Land Resource Bureau,Shenzhen 518031,China);Exploration on the Method of Updating Landuse Maps by Remote Sensing[J];Developments In Surveying and Mapping;2002-03
4 WANG Ping ,ZHANG Ji xian ,LIN Zong jian ,LIChun xia;Extraction Experiment of LUCC Information Based on Fusion of Multi-source RS Data[J];Bulletin of Surveying and Mapping;2003-04
5 LUO Jian cheng 1, WANG Qin min 2,MA Jiang hong 3, ZHOU Cheng hu 1, LEUNG Yee 4 (1. Institute of Geographical Sciences and Natural Resources Research, CAS, Beijing 100101, China; 2. Fuzhou University,Fuzhou 350002,China; 3. Xi'an Jiaotong Unive;The EM-based Maximum Likelihood Classifier for Remotely Sensed Data[J];Acta Geodaetica Et Cartographic Sinica;2002-03
6 YANG Gui -jun 1 ,WU Wen-bo 1 ,CHEN Bu-shang 2 ,XIA Chun-lin 1 (1.Liaoning Technical University,Fuxin,123000,China;2.Baotou Iron and Steel Institute,Baotou014000,China);Study on Methods of Changing Information Picking-Up in Dynamic Remote-Sensing Monitoring for Land Use[J];Northeast Surveying and Mapping;2003-01
7 MAO Ai quan 1, BAO Zhi liang 2, TANG Wu shuang 3 (1,3. Jiangsu Institute of Surveying and Mapping of Geology, Nanjing, Jiangsu, 210008, China; 2. Cadastral Department of Jiangsu Land Administration, Nanjing, Jiangsu, 210024, China);3S Technique Integration and Its Application into Change Survey of Land Use Situation in Nanjing City[J];Surveying and Mapping of Geology and Mineral Resources;2001-03
8 CHEN Zhong,ZHAO Zhongmin(Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101);Multi-scale Image Segmentation of Remote Sensing Image Based on Watershed Transformation[J];Computer Engineering;2006-23
9 ZHOU Yifan1,ZHOU Jianhua2(1.No2 High School Attached to ECUN,Shanghai 200336,China;China);A Novel Remote Sensing Image Classifier Based on Extraction of Vector Features[J];Application Research of Computers;2003-04
10 John Durkin~1, CAI Jing-feng~1, CAI Zi-xing~2(1.Department of Electrical and Computer Engineering, University of Akron, Akron OH 44306,USA;2.College of Information Engineering and Science, Central South University, Changsha 410083, China);Decision Tree Technique and its Current Research[J];Control Engineering of China;2005-01
【Secondary References】
Chinese Journal Full-text Database 3 Hits
1 ZHANG Xue1,TONG Xiaohua1,2,LIU Miaolong1,2 (1.Department of Surveying and Geo-informatics,Tongji University,Shanghai 200092,China;2.Key Laboratory of Modern Engineering Surveying of State Bureau of Surveying and Mapping,Tongji University,Shanghai 200092,China);An Extended Dectection Method for Land Cover Transformation[J];Journal of Tongji University(Natural Science);2009-05
2 MA Xue-mei~(1)) LI Xi-feng~(2)) (1) School of Environment and Planning,Liaocheng Unversity,Liaocheng 252059 China; 2) School of Architecture and Civil Engineering,Liaocheng University,Liaocheng 252059 China);Analysis on Land Use Change in Shanxi Province[J];Journal of Liaocheng University(Natural Science Edition);2009-02
3 LI Cai-li,DU Jin-kang,ZUO Tian-hui(Department of Geographical Information Science,Nanjing University,Nanjing 210093);The Study of Extracting Impervious Surface Information Based on High-resolution Remote Sensing Image[J];Remote Sensing Information;2009-05
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved