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《Science of Surveying and Mapping》 2011-01
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DEM matching of least squares combining with genetic algorithm without control points

YANG Rong-hao①②,CEN Min-yi①,ZHANG Tong-gang①,YANG Jia③(①School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China;②College of Earth Sciences,Chengdu University of Technology,Chengdu 610051,China;③College of Applied Nuclear Technology and Automation Engineering,Chengdu University of Technology,Chengdu 610051,China)  
The traditional DEM matching can be accomplished by the least squares matching without control points,but its application is limited in the poor pull-in-range.In order to solve this problem,this paper established a DEM matching model with maximizing the sum of matching-degree firstly,and then,designed the five basic aspects of genetic algorithm,including the coding scheme,the initial population generation method,the fitness function,the basic genetic operators and the iteration stopping criteria,combined with the practical demands of DEM matching.On this basis,a procedure of DEM matching algorithm without control points was designed,in which genetic algorithm and least squares were combined together.At last,the capabilities of proposed model and method were tested by designing three sets of experimentations with simulated data,and compared with the matching methods of genetic algorithm using the traditional model and the least squares matching method.The experimental results showed that the method could get larger pull-in-range than the least squares matching method,and match faster and more accuracy than the genetic matching method with the traditional model.
【CateGory Index】: P208
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 XIONG Xing-hua1,QIAN Zeng-bo2,WANG Ren-xiang1 (1. Xi'an Research Institute of Surveying & Mapping, Xi'an 710054,China;2.Institute of Surveying and Mapping, Information Engineering University of PLA, Zhengzhou 450052,China);A Remote Sensing Image Subpixel Matching Combined Genetic Algorithm with Least Square Matching[J];Acta Geodaetica Et Cartographic Sinica;2001-01
2 ZHANG Tong-gang,CEN Min-yi-WU Xing-hua(School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031 China);Research on DEM surface deformation detection without control points[J];Science of Surveying and Mapping;2006-03
3 ZHANG Tong-gang,CEN Min-yi,QIN Jun,WU Xing-hua (School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,Sichuan Province,China);A New Method of Matching Multi-temporal DEM to Detect Terrain Deformation Caused by Debris Flow[J];Bulletin of Soil and Water Conservation;2006-03
4 ZHANG Tong-gang,CEN Min-yi,Feng Yi-cong(Center of Geographic Information,School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031);Comparison of LZD and ICP Algorithms in DEM Matching without Control Points[J];Journal of Image and Graphics;2006-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Tong-gang, CEN Min-yi, FENG Yi-cong, YANG Rong-hao, REN Zhi-zhenDepartment of Surveying Engineering, School of Civil Engineering, Southwest Jiaotong University, Chengdu 610031,China;DEM Matching Algorithm Using Least Trimmed Squares Estimator[J];Acta Geodaetica et Cartographica Sinica;2009-02
2 Zhang wei (Fujian provincial geomatics center, Fuzhou, Fujian 350003, China );Method of correction of high-resolution images based on automatic matching[J];Geospatial Information;2009-02
3 Yang Yan-xi Liu Ding Xin Jing (Box 109, Xi’an University of Technology, Xi’an 710048, China);Research of Image Correlation Matching Method Based on CPSO[J];Journal of Electronics & Information Technology;2008-03
4 ZHANG Tong-gang①,CEN Min-yi①,YANG Rong-hao①②,REN Zi-zhen①(①School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China;②College of Earth Sciences,Chengdu University of Technology,Chengdu 610051,China);Detectable and locatable ability of multiple gross errors in LZD matching algorithm[J];Science of Surveying and Mapping;2009-04
5 Yang Ronghao1,2,Cen Minyi1,Zhang Tonggang1,Yang Jia3(1.School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,China;2.Department of Surveying and Mapping,College of Earth Sciences,Chengdu University of Technology,Chengdu 610059,China;3.College of Applied Nuclear Technology and Automation Engineering,Chengdu University of Technology,Chengdu 610059,China);Study of DEM coarse match based on genetic algorithm[J];Geotechnical Investigation & Surveying;2010-06
6 HE Ren\|fang, WANG Cheng, YANG Wen\|bing (Engineering Computation and Simulation Institute, Huazhong University of Science & Technology, Wuhan 430074, China)\;\;;Image matching based on Chaos-genetic Algorithms[J];Infrared and Laser Engineering;2003-01
7 Zhang Yujin(Department of Electronic Engineering, Tsinghua University, Beijing 100084);Image Engineering in China and Some Current Research Focuses[J];Journal of Computer Aided Design & Computer Graphics;2002-06
8 ZHENG Ming-Ling LIU Heng-Zhu (School of Computer, National University of Defense Technology, Changsha 410073);High Performance Algorithm of Selecting Characteristic Points in the Remote Sensing Images Registration and Its Implementation[J];Chinese Journal of Computers;2004-09
9 Feng Li,Li Man-Chun,Li Fei-Xue(School of Geographic and Oceanographic Sciences of Nanjing university,Nanjing, 210093,China);Texture feature selection in remote sensing image based on genetic algorithms[J];Journal of Nanjing University(Natural Sciences);2008-03
10 TIAN Ran, PENG Li-qin, FENG Wen-zhao (Provincial Key Laboratory of Geographic Information Science, Nanjing Normal University, Nanjing 210097, China);A study on remote sensing digital images inlay based on genetic algorithms[J];Journal of Agricultural Mechanization Research;2004-06
China Proceedings of conference Full-text Database 1 Hits
1 AN Ru~(1,2) WANG Hui-lin~3 (1.Laboratory for Remote Sensing Science,Institute of Remote Sensing Applications of Chinese Academy of Sciences,and Beijing Normal University,Beijing,100101; 2.Geographical Information Science Department Water Resource and Environment College HoHai University,Nanjing,210098; 3.Geography and Sea Science College Nanjing University,Nanjing,210093);Investigation of Image Matching Algorithm for Aircraft Guidance[A];[C];2006
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 ZHU Qing, ZHAO Jie, ZHONG Zheng, SUI Hai-gang (National Laboratory for Information Enigineering in Surverying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China);The Extraction of Topographic Patterns Based on Regular Grid DEMs[J];Acta Geodaetica Et Cartographic Sinica;2004-01
2 Feng Yicong Cen Minyi Zhang Tonggang(Dept. of Surveying Eng.,School of Civil Eng.,Southwest Jiaotong University,Chengdu 610031);DEM Matching without Control Points and Matching Optimizing Technique[J];Computer Engineering and Applications;2005-23
3 ZHOU De-Long1+, GAO Wen1,2,3, ZHAO De-Bin1,3 1(Graduate School, The Chinese Academy of Sciences, Beijing 100039, China) 2(Institute of Computing Technology, The Chinese Academy of Sciences, Beijing 100080, China) 3(Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150001, China) + Co;Face Recognition Based on Singular Value Decomposition and Discriminant KL Projection[J];Journal of Software;2003-04
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