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《Science of Surveying and Mapping》 2008-03
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The BP neural network method for errors correction in digital maps

ZHANG Ju-qing,NIE Jian-liang,YANG Shu-jing(School of Geology Engineering and Geomatics,Chang'an University,Xi'an 710054,China)  
Due to some systematic errors and outliers introduced in the process of digital,it is a key issue to weaken or eliminate these influences.As the map distortion is not the same on the map or in the process of scanning,polynomial fitting can only eliminate some regular systematic errors and cannot completely eliminate their influences.BP neural network is a very complicated system which is used to approach at any precision.Combining the characteristic of the coordinate for map digitizing,the method of errors correction in digital maps is given,and effectiveness in improving the quality of digital maps is proved by an actual example.
【Fund】: 国家自然基金(批准号:40672173);; 长安大学校基金(批准号:0305-1001)
【CateGory Index】: P208
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【References】
Chinese Journal Full-text Database 1 Hits
1 CHEN Zai-hui,JIANG Li-jun,ZHU Xiao-yan,JIANG Wei-yong(Surveying Union of City Construction,Bureau of Construction in Lishui,Lishui,Zhejiang,323000);Bayesian Regularization BP Neutral Network for the Construction of DEM Trend[J];Hydrographic Surveying and Charting;2009-04
【Citations】
Chinese Journal Full-text Database 9 Hits
1 SUN Kaimin~1 CHEN Yan~1 LI Deren~2 (1 School of Remote Sensing and Information Engineering; 2 State Key Laboratory of Information Engineering of Surveying, Mapping and Remote Sensing, Wuhan University, 129 Luoyu Road, Wuhan 430079,China);A HIGH PRECISION METHOD FOR AUTOMATIC ALLY RECTIFYING THE GEOMETRICAL DISTORTING OF LARGE SCALE DRG[J];Wtusm Bulletin of Science and Technology;2005-03
2 YOU Yangsheng1,2, WANG Xinzhou2, SHI Wenzhong3(1.The School of Civil Engineering, Chongqing University, Chongqing 040024,China;2.School of Geomatics and Geodesy, Wuhan University, Wuhan 430079,China;3.Hongkong Polytechnic, Hung Hom, Kowlcon, Hongkong);Correction Model of a Digital Map and Its Optimization[J];Geospatial Information;2005-06
3 LIU Shan-hong, YU Hai-long, ZHAO Ji-xian (Department of S/M,East China Gealogical College,Fuzhou 344000,China);Error Analysis of Map Digitalization[J];;2001-03
4 Yu Xuexiang;Lu Weicai(Huainan Polytechnic Institute, Huainan, Anhui, 232001);Statistic Analyses for the Digitizing Errors[J];ENGINEERING OF SURVEYING AND MAPPING;1998-03
5 ZHAO Li-hua, YAO Guang-fei, WANG Long-chao(School of Geological Engi. and Surveying Engi, Chang'an University, Xian 710000, China);Robust model of data quality control in map digitizing[J];Engineering of Surveying and Mapping;2004-02
6 YANG Yuanxi(Xian Research Institute of Surveying and Mapping, Xian 710054);Model error influences on kalman filtering[J];Science of Surveying and Mapping;2006-01
7 XIA Ke-Wen;LI Chang-Biao;SHEN Jun-Yi School of Electronic & information Engineering, Xi'an Jiaotong University, Xi'an 710049;An Optimization Algorithm on the Number of Hidden Layer Nodes in Feed-forward Neural Network[J];Computer Science;2005-10
8 TONG Xiao-hua, ZHOU De-yi (Department of Surveying and Geoinformatics,Tongji University,Shanghai 200092,China);Accuracy Analysis of Scanned Topographic Map Image Correction[J];Journal of Tongji University;2003-01
9 Huang Youcai; Liu Wenbao (School of Earth Science and Surveying Engineering,WTUSM, 39 Louyu Road Wuhan,China,430070);Gross Error Detection and Robust Estimation for Building Error Estimation Models of Digitizing[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1995-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Sheng-wu~1, LI Chang-chun~1,WANG Xin-zhou~2, TAO Ben-zao~2 (1.School of Geodesy and Land Information Engineering, Henan Polytechnical University,Henan Jiaozuo 454100,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan430079,China);Synthesis Evaluation on GIS Quality Based on Multilevel Fuzzy Synthesis Judgment[J];Journal of Yangtze River Scientific Research Institute;2005-03
2 YOU Yangsheng1,2, WANG Xinzhou2, SHI Wenzhong3(1.The School of Civil Engineering, Chongqing University, Chongqing 040024,China;2.School of Geomatics and Geodesy, Wuhan University, Wuhan 430079,China;3.Hongkong Polytechnic, Hung Hom, Kowlcon, Hongkong);Correction Model of a Digital Map and Its Optimization[J];Geospatial Information;2005-06
3 HU Shengwu~(1,2) WANG Xinzhou~(1) PAN Zhengfeng~(1) YU Xu~(3)(1 Department of Surveying Engineering Henan Polytechnic University,Jiefang Road,Jiaozuo 454100,China;2 School of Geodesy and Geomatics;3 Stake Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,129 Luoyu Road,Wuhan 430079,China);FUZZY UNCERTAINTY OF GIS DATA[J];Wtusm Bulletin of Science and Technology;2005-05
4 DENG Su-su,TONG Xiao-hua(Dept.of Surveying and Geo-informatics Engineering,Shanghai 200092,China);Comparison study of merging algorithms in digital map conflation[J];Engineering of Surveying and Mapping;2006-02
5 HU Sheng-wu,WANG Hong-tao,WANG Xin-zhou,CHENG Jie-hai;GIS Product Reliability Analysis Based on Fuzzy Fault Tree[J];Bulletin of Surveying and Mapping;2007-03
6 HU Sheng-wu,WANG Hong-tao (School of Geodesy and Geomatics,Henan Polytechnic University,Jiaozuo 454000,China);Key issues of GIS fuzzy reliability analysis[J];Engineering of Surveying and Mapping;2006-04
7 ZHANG Ju-qing(School of Geological Engineering and Surveying Engineering,Changan University,Xian 710054,China);Bifactor robust Bayesian estimation and its application to quality control of GIS data capture[J];Engineering of Surveying and Mapping;2006-06
8 Huang Jie et al;Matlab Simulation of Energy-saving Air-condition Systems Based on Artificial NNC[J];Industrial Control Computer;2008-07
9 CHEN Zhong-chang,WU Yong-qiu(Chongqing University,Chongqing 400030);A Study on the Pre-warning System for Unemployment Crisis[J];Contemporary Finance & Economics;2008-05
10 ZHANG Yan-yan~1, ZHANG Jia-qing~2 (1.China Cartographic Publishing House,Beijing 100054,Chian;2.Chinese Academy of Surveying and Mapping,Beijing 100039 China);Spatial Data Uncertainty in GIS Analysis[J];Geomatics & Spatial Information Technology;2005-01
China Proceedings of conference Full-text Database 10 Hits
1 ;论GIS发展存在的问题[A];[C];2006
2 Yao Huanjiong Zhang Changwen Wang Wei (Ningbo territorial institute of surveying and mapping);The Fitting of 3D Scan Data Based on BP Neural Network[A];[C];2008
3 ;舌色的模式识别研究[A];[C];2007
4 LUO Jiao-hong WU Jun-ji(School of Power,Nanjing University of Science & Technology,Jiangsu,Nanjing 210094,China);A BP neural network based power flow analysis in congestion management[A];[C];2006
5 YAO Huanjiong,ZU Chaoshu, LI Bo (Ningbo territorial institute of surveying and mapping);The Fitting of 3D Scan Data Based on BP Neural Network[A];[C];2008
6 SUN Gang-chen~1,2 XIAO Ming-gui~1 Wang jie-guang~1 (1Department of Civil Engineering,Guilin Institute of Technology,Guilin 541004,China;2 College of Geology Engineering and Geomatics Chang'an University Xi'an 710054,China);QUANTITATIVE ANALYSIS OF FACTOR THAT INFLUENCE THE EFFECT OF DYNAMIC CONSOLIDATION IN THE SOFT—SOIL FOUNDATION BY BP NEWTORK[A];[C];2005
7 Lin Hongbin~1 Wang Xiaojian~2 Zhang Minhu~3(1 School of Aerospace and Material Engineering National University of Defense Technology Changsha 410073 China 2 The Second Artillery EquipmentAcademy Beijing 100085 China;3 96311 Troop of the PLA Hunan 410000 China);A Novel GPS/INS integrated navigation algorithm[A];[C];2008
8 GU Mingwu CHEN Xiyuan;Application of RBF Neural Network Aided Kalman Filtering to GPS/SINS Integrated Navigation[A];[C];2008
9 ;BP神经网络在福利彩票预测中的应用[A];[C];2009
10 TU Ye CHE Wen-gang (Faculty of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650051,China);Application of BP Neural Network into Predicting the Welfare Lottery[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 8 Hits
1 HU Guang-hai, ZHOU Xing-hua(First Institute of Oceanography, SOA, Qingdao 266061, China);Application of trend surface analysis in process data processingof water depth[J];Engineering of Surveying and Mapping;2004-03
2 JIAO Limin1,2 LIU Yaolin1,2 YE Zongda1,2(1 School of Resource and Environment Science,2 Key Laboratory of Geographic Information System,Ministry of Education,Wuhan University,129 Luoyu Road,Wuhan,430079,China);LAND PRICE SAMPLES TEST BASEE ON ANN TREND ANALYSIS[J];Journal of Geomatics;2007-06
3 SHI Ying,GUO Jing-feng(College of Management,Tianjin Polytechnic University,Tianjin 300387,China);Research on the Land Use Planning by the BP Neural Network on the Basis of Ideal Decision-making Plan[J];Journal of Nanchang University(Natural Science);2008-01
4 OU Bang-cai (1.Business School,Hohai University,Nanjing210098,China; 2.Dept.of Economics and Management,Nanjing Institute of Technology,Nanjing210013,China);Economic Forecasting Method Based on Back Propagation Neural Network[J];Journal of Nanjing Institute of Technology(Natural Science Edition);2004-02
5 MIAO Ning1,2,DENG Xiao-zhen3,LIU Wen-yuan2,WANG Bao-wen21.Department of Computer Science,Pear River College,Tianjin University of Finance and Economics,Tianjin 301811,China2.Institute of Information Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China3.Gangzhou Health School,Gangzhou,Jiangxi 341000,China;Agility evaluation of virtual enterprise based on BR neural network[J];Computer Engineering and Applications;2008-08
6 GAO Yushan(Tourism & Geography Department,Jining University,Qufu 273155,China);Tendency Surface Analyses of Ground subsidence of Jining City[J];Journal of Jining University;2007-06
7 ZHANG Wei-jun~(1,2),WANG Wen-ke~2,KONG Jin-ling~1,WENG Xiao-peng~2 (1.Shool of Earth Science and Resources Management,Chang'an University;2.School of Environment Science and Engineering,Chang'an University,Xi'an 710054,China);Area Rainfall Analysis Based on Mobile Trend Surface Analysis[J];Research of Soil and Water Conservation;2006-02
8 DUAN Tao 1 LIU Yaolin 1 (1 School of Resource and Environment Science, Wuhan University,129 Luoyu Road, Wuhan 430079,China);Urban Base Land Value Evaluation Based on Mobile Trend Surface Analysis[J];Editorial Board of Geomatics and Information Science of Wuhan University;2004-06
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Tao Benzao (WTUSM,Wuhan 430070);IDENTIFICATION OF KALMAN FILTERING MODEL ERRORS[J];CRUSTAL DEFORMATION AND EARTHQUAKE;1999-04
2 DU Pei-jun,YAN Da-shun (China university of mining & technology,Xuzhou,Jiangsu 221008,China);Developing Scheme of Mine Surveying Information Management System(MSIMS) under WINDOWS Platform[J];SURVEYING AND MAPPING OF GEOLOGY AND MINERAL RESOURCES;2000-03
3 WANG Guo-fu, ZHU Jian-jun;Adaptive Filtering under the Observation Contaminated the Gross Error[J];Bulletin of Surveying and Mapping;2004-04
4 Hu Wusheng, Hua Xisheng, Wu Zhongru (College of Traffic and Transportation Engineering, Southeast University, Nanjing 210018) (Hohai University, Nanjing 210098);DETECTING MODEL ERROR BY NEURAL NETWORKS[J];Dam Observation and Geotechnical Tests;2001-04
5 Wu Zhongru (Hohai University,Nanjing 210098,China)[;Overview on Safety and Management of Dams in China[J];ENGINEERING SCIENCE;2000-06
6 Li Yanxin, Shen Jinhua, Wang Mian(First Crustal Deformation Monitoring Centre, SSB, Tianjin, 300180);THE ESTABLISHMENT AND ACCURACYANALYSIS OF THE GPS DEFORMATION MONITORINGNETWORK OF NORTH CHINA[J];Acta Geodaetica Et Cartographic Sinica;1994-02
7 Ge Maorong, Liu Jingnan (Wuhan Technical University of Surveying and Mapping,430070);THE ESTIMATION METHODS FOR TROPOSPHERIC DELAYS IN GLOBAL POSITIONING SYSTEM[J];ACTA GEODAETICA ET CARTOGRAPHICA SINICA;1996-04
8 Huang Teng et al.(54);The Abnormality Model of GPS Height and Its Diagnosis[J];GEOTICHNICAL INVESTIGATION AND SURVEYING;2000-05
9 Hu Wusheng Wang Zhongzhou Ma Biao (Transportation College, Southeast University, Nanjing 210096);Data Analysis of the Settlement Observation in Longjiang Construction Site of Nanjing[J];JOURNAL OF SOUTHEAST UNIVWRSITY(NATURAL SCIENCE EDITION);1999-S1
10 YUAN Bao yuan LU Jian hong (College of Civil Engineering, Haihe University, Nanjing 210098) LIU Da an YANG Zhi fa (Institute of Geology, Chinese Academy of Sciences, Beijing 100029) WANG Jing YUE Yuan ming (South central China Institute f;VISUAL INQUIRY AND ANALYSIS SYSTEM OF MONITOR INFORMATION OF SLOPE AND THEIR APPLICATION[J];JOURNAL OF ENGINEERING GEOLOGY;1999-04
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