Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Geomatics & Spatial Information Technology》 2008-04
Add to Favorite Get Latest Update

The Neural Network Classification of Remote Sensing Image Supplemented by Texture Characteristic

PEI Liang,TAN Yang (School of Geomatics,Liaoning Technical University,Fuxin 123000,China)  
The study adopts the BP neural network method to classify and recognize the features combining the textural information extracted by variogram and spectral information.Then it compares and analyzes the classification results by maximum likehood method.The analysis result shows that this method can improve the classification precision.
【CateGory Index】: TP751
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 MA Shuai-Ying(Modern Educational Technology Center,Dalian Nationalities University,Dalian Liaoning 116605;China);Texture Image Classification Based on Gray Level Co-occurrence Matrix and BP Neural Network Ensemble[J];Journal of Dalian Nationalities University;2009-03
【Citations】
Chinese Journal Full-text Database 1 Hits
1 DONG Qing FENG Linxin (Institute of Ocean Technology, State Oceanic Administration, Tianjin 300111);The Use of the Variogram in Remotely Sensed Images[J];REMOTE SENSING TECHNOLOGY AND APPLICATION;1997-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 HU Lin 1, HU Gang 2, WU Hai-yan 3 1 ( Institute of Applied Chemistry of East China Jiaotong University,Nanchang 330013,China) 2(Chemical Department of Anhui University,Hefei 230039,China ) 3(Jianxi medical college,Nachang 33;Entropy of Simple Crystal in the Condition of Low Temperature Simulated by Linear Regressive Equations and ANN[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1999-04
2 YU Hao et al(Plant Protection Department,Henan Institute of Science and Technology,Xinxiang,Henan 453003);Geostatistical Analysis of Spatial Pattern of Adelphocoris suturalis Jackson[J];Journal of Anhui Agricultural Sciences;2006-24
3 CHEN Hui-hua et al(Xianju Forestry Bureau in Zhejiang Province,Xianju,Zhejiang 317300);Study of Space-time Regression Prediction on Occurrence Quantity of Dendrolimus punctatus Walker[J];Journal of Anhui Agricultural Sciences;2009-15
4 XIANG Yun-fei et al(Forestry Bureau of Xianju County,Xianju,Zhejiang 317300);Study on Space Fixed-point Prediction Model of Dendrolimus Punctatus Walker's Occurrence Quantity[J];Journal of Anhui Agricultural Sciences;2009-18
5 CHEN Mo et al(Laboratory of Earth Surface Processes,Ministry of Education,College of Environmental Sciences of Peking University,Beijing 100871);Study on Green Space Changes of Beijing[J];Journal of Anhui Agricultural Sciences;2009-21
6 LIU Fucheng1,2,SHI Xuezheng1,GU Yeping2,ZHANG Qingli1(1.Institute of Soil Science, Chinese Academy of Sciences. Nanjing 210008, China; 2. College of Territorial Resources and Tourism, Anhui Normal University, Wuhu 241000, China);APPLICATION OF GIS TO SOIL PROPERTY SPATIAL DISTRIBUTION MAP[J];Journal of Anhui Normal University(Natural Science);2003-02
7 ZHAO Wen zhi, CHENG Guo dong (State Key Laboratory of Frozen Soil Engineering, CAREERI, CAS, Lanzhou Gansu, 730000, China);Ecohydrology——A Science for Studying the Hydrologic Mechanisms of Ecological Patterns and Processes[J];Journal of Glaciolgy and Geocryology;2001-04
8 HE Zhi\|bin,\ ZHAO Wen\|zhi(Linze Desert Ecosystem Station, CAREERI, CAS, Lanzhou Gansu 730000, China) ;Characteristics of Spatial Heterogeneity of the Desert Riparian Forest in the Hei River Basin[J];Journal of Glaciology and Geocryology;2003-05
9 LONG Xun-jian1,QIAN Ju1,ZHANG Chun-min1,WANG Gen-xu1,2,LI Yuan-shou2(Key Laboratory of Western China's Enviromental Systems,MOE,Lanzhou Unversity,Lanzhou Gansu 730000,China;2.State Key Laboratory of Frozen Soil Engineering,CAREERI,CAS,Lanzhou Gansu 730000,China);Study of the Spatial Heterogeneity of Soil Nutrients of Typical Landscape in Alpine Meadow Regions[J];Journal of Glaciology and Geocryology;2008-01
10 Xu Zhangsui, Jin Yingwei, Zhang Zhengbao, Wang Jin;MAGNETIC LEAKAGE SIGNAL MATH-MODEL OF COMBINED CRACKS IN FERROMAGNETIC MATERIAL[J];Ordnance Material Science and Engineering;2001-02
China Proceedings of conference Full-text Database 8 Hits
1 LEI ZhengWei XU ZhangSui MI Dong Liu MeiQuan Department of Control Engineering Mechanical Engineering College Shijiazhuang, 050003 China;A Fault Forecasting Model Based On Probabilistic Neural Networks and its Application[A];[C];2003
2 Wu Yueming Wang Yiqun Li Li Yanshan University, Qin Huangdao, 066004;RELIABILITY DISTRIBUTIONS INTELLIGENT IDENTIFICATION BASED ON NEURAL NETWORK INTEGRATION[A];[C];2006
3 Du Ji-xiang~(1,2) Zhai Chuan-min~1 1(Department of Computer Science and Technology,Huaqiao University,Quanzhou 362021) 2(Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei 230031);Plant Image Recognition Based on Gabor Texture Features[A];[C];2008
4 Shi Kuifan, Chen Yuhui, Dong Jiwen Dept. Of Automation, Shandong Building Materials Institute;Semiself-Organizing Artificial Neural Networks[A];[C];1998
5 Jin Cong College of Mathematics and Computer Science, Hubei University,Wuhan,430062;Radial Basis Function Networks Learning Algorithm Based on Cluster Technology[A];[C];1999
6 Liang Jiuzhen Beijing University of Aeronautics and Astronauts,Dept of Computer Science and Engineering,100083 Huang Dc-shuang.He Xin-gui Beijing Institute of System Engineering.1000101;On the Algebraic Principle of Multi-input-single-output Feedforward Neural Networks[A];[C];1999
7 De-Shuang Huang Beijing Institute of System Engineering,P.O.Box 9702-19,Beijing 100101;The Properties of Collinear and Coplanar Patterns[A];[C];1999
8 De-Shuang Huang Beijing Institute of System Engineering,P.O.Box 9702-19,Beijing 100101;The Neural Network Solutions for Linear Algebraic Equations[A];[C];1999
【Co-references】
Chinese Journal Full-text Database 9 Hits
1 WANG Hui-Ming,SHI Ping(Information Engineering School,Communication University of China,Beijing 100024,China);Methods to Extract Images Texture Features[J];Journal of Communication University of China(Science and Technology);2006-01
2 HUANG Xin~(1) ZHANG Liangpei~(1) LI Cuilin~(2)(1 State Key National Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing;2 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China);EXPERIMENTS TO EXTRACT TEXTURE FEATURES OF IMAGES BASED ON WAVELET[J];Wtusm Bulletin of Science and Technology;2005-06
3 Su Jie1,2 Wang Bingqin1 Guo Li1(1.Department of Electronic Science and Technology,University of Science and Technology,Hefei 230027;2.Department of Communications Infrastructure,Shijiazhuang Command College of the Chinese People's Armed Police Forces,Shijiazhuang 050000);Textural feature extraction and classification study research of digital image[J];Electronic Measurement Technology;2008-05
4 YANG Yu-jing1,FENG Jian-hui2(1.The first Institute of Surveying and Mapping of Hebei Province,Shijiazhuang,Hebei,050031;2.Faculty of Land Resource Engineering of Kunming University of Science and Technology,Kunming,Yunnan,650093);Research on Extraction and Assistant Classification of Remote Sensing for Texture Feature[J];Hydrographic Surveying and Charting;2008-04
5 ZHOU Zhi-Hua, LI Ning, YANG Yu-Bin, and CHEN Shi-Fu (National Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093);EARLY STAGE LUNG CANCER DIAGNOSIS BASED ON NEURAL NETWORK ENSEMBLE[J];Journal of Computer Research and Development;2002-10
6 ZHOU Zhi Hua CHEN Shi Fu (National Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093);Neural Network Ensemble[J];Chinese Journal of Computers;2002-01
7 GUO DE-jun, SONG Zhe-cun(College of Mechanical Electricity Engineering , Northeast Forestry University, Heilongjiang Harbin 150040,china);A Study on Texture Image Classifying Based on Gray-level Co-occurrence Matrix[J];Forestry Machinery & Woodworking Equipment;2005-07
8 Wang San-wu , Zhao Ying (School of Mechanical and Electronical Engineering, Wuhan University of Technology, Wuhan 430070);Detection and Identification of Fabric Defects Based on BP Neural Network[J];Shanghai Wool & Jute Journal;2008-03
9 Chen Lijun Wang Keqi Wang Hui (Northeast Forestry University,Harbin 150040);Research on the Classification of Wood Textures Based on the BP Neural Network[J];Forest Engineering;2007-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved