Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Image and Graphics》 2005-07
Add to Favorite Get Latest Update

Sub-pixel Mapping of Remote Sensing Images Based on Cellular Automata Model

LING Feng,ZHANG Qiu-wen,WANG Cheng,ZHOU Jian-zhong(Institute of Remote Sensing & Spatial Information,College of Hydropower & Information Engineering,Huazhong University of Science Technology,Wuhan 430074)  
Traditional hard classification of remote sensing images has been proved to be inaccurate due to the presence of mixed pixels in images.Even though the composition of these pixels for different classes can be estimated with pixel unmixing model the output provides no indication of how such classes are distributed spatially within these pixels.Sub-pixel mapping is a technique designed to obtain the spatial distribution of these classes in these pixels with information contained in mixed pixels.A newly Cellular Automata model was proposed to solve the problem of sub-pixel mapping with the assumption of spatial dependence.The model was tested on both synthetic and real images,and the result shows that this Cellular Automata model is a simple and efficient method to solve the sub-pixel mapping problem.
【Fund】: 国家“973”重点基础研究发展计划项目(2003CB415205)
【CateGory Index】: TP75;
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 GUAN Wen-Jiang,CHEN Xin-Jun(The Key Laboratory of Shanghai Education Commission for Oceanic Fisheries Resources Exploitation of SHOU,College of Marine Sciences,Shanghai 200090,China);Study on the Relationship Between Commercial CPUE and Fish Abundance by Using a Cellular Automata Model[J];Periodical of Ocean University of China;2008-04
2 LUO Ping 1,2,HE Su-fang1,WU Zao-qiang1,DU Qing-yun2 (1 School of Nature Science, Foshan University, Foshan 528000, China; 2 School of Resources & Enviroment Science, Wuhan University, Wuhan 430072, China);THE STUDY ON TEMPORAL AND SPATIAL SIMULATION OF CULTURE DIFFUSION BASED ON EXTENDED CA[J];Tropical Geography;2002-04
3 WANG Zhan-qiang~1,ZHANG Xin-chang~2(1.Jiangmen Urban Geography Information System Center,Jiangmen 529000,China;2.Department of Remote Sensing and GIS Engineering,Sun Yat-sen University,Guangzhou 510275,China);A STUDY ON URBAN LAND DYNAMIC PROCESS BASED ON THE COMPOUND CELLUAR AUTOMATA MODEL[J];Tropical Geography;2005-04
4 WANG Hong, LV Guo-nian, CHEN Gan (The college of Geography Science, Nanjing Normal Univercity, Nanjing 210097, China);APPLICATION OF CELLULAR AUTOMATA TO URBAN DYNAMIC PROCESS MODELLING FOR NANJING CITY[J];Human Geography;2002-01
5 LIU Miao long, CHEN Peng (Department of Surveying and Geoinformatics, Tongji University, Shanghai 200092, China);A SPATIAL SPRAWL AND GROWTH MODEL OF THE CITY AND SIMULATION[J];Human Geography;2004-02
6 MU Feng-yun1,2,ZHANG Zeng-xiang2,LIU Bin2,WANG Chang-you2(1.Chongqing Jiao tong University,Chongqing 40074,China;2.Institute of Remote Sensing Applications CAS,Beijing 100101,China);REMOTE SENSED MONITORING OF JINAN CITY IN 25 YEARS AND DRIVING FORCES ANALYSIS[J];Journal of Shandong Agricultural University(Natural Science Edition);2008-01
7 FAN Wei~(1,2),CUI Xue-sen~2,SHEN Xin-qiang~1 (1.Key Laboratory of Marine & Estuarine Fisheries,Ministry of Agriculture,East China Sea Fisheries Research Institute,Chinese Academy of Fishery Sciences Shanghai 200090,China;2.Key Laboratory of Fisheries Resources Remote Sensing and Information Technology,Chinese Academy of Fishery Sciences,Shanghai 200090,China);Progress in fishing-ground analysis and fishing condition forecasting[J];Journal of Fisheries of China;2005-05
8 JIN Juliang(College of Civil Eng.,Hefei Univ.of Tech.,Hefei 230009,China) CHENG Jian ZHANG Youfu;Fuzzy Comprehensive Evaluation Model Based on Acceleration Parallel Genetic Algorithm[J];Hydroelectric Energy;2005-06
9 ZHANG Zhi-li1,2,ZHANG Dong1,QI De-yu1(1.School of Computer Science and Engineering,South China University of Technology,Guangzhou 510640,China;2.Center of Network,Xuchang University,Xuchang 461000,China);Research on grid architecture and dynamic resource configuration in OGSA[J];Computer Engineering and Design;2005-09
10 WANG Lu,XIE Neng-gang,LI Rui,SONG Chong-zhi(Anhui University of Technology,Maanshan 243002,China);Simulation of drift-diffusion of water pollution zone based on cellular automata[J];Journal of Hydraulic Engineering;2009-04
China Proceedings of conference Full-text Database 3 Hits
1 LIU Song-tao1,2, YANG Shao-qing1, ZHOU Xiao-dong2 (1.Dept. of Information & Communication Engineering, Dalian Naval Academy, Dalian 116018, China; 2.Control Engineering Dept, Naval Aeronautical Engineering Institute, Yantai 264001, China);Cellular automata and its application to image processing[A];[C];2006
2 LIU Song-tao1,2, ZHOU Xiao-dong2, YANG Shao-qing1 (1.Dept. of Information & Communication Engineering, Dalian Naval Academy, Dalian 116018, China; 2.Control Engineering Dept, Naval Aeronautical Engineering Institute, Yantai 264001, China);New method of infrared image enhancement based on cellular automata[A];[C];2006
3 ;Spatio-Temporal Analysis and Modeling of the Spread of Infectious Disease Based on Object-Oriented Cellular Automaton[A];[C];2004
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LIU Jinhui,LI Danni(Navy Submarine Academy, Qingdao 266071,China);RESEARCH ON AUTONOMOUS STAR IDENTIFICATION ALGORITHM BASED ON NEURAL NETWORK[J];Journal of Qingdao University Engineering & Technology Edition;2003-01
2 ZHAO Hui,TANG Dan-ling,WANG Su-fen(LED,South China Sea Institute of Oceanology,The Chinese Academy of Sciences,Guangzhou 510301,China);SPATIAL DISTRIBUTION OF CHLOROPHYLL a CONCENTRATION IN SUMMER IN WESTERN SOUTH CHINA SEA AND ITS RESPONSE TO OCEANOGRAPHIC ENVIRONMENTAL FACTORS[J];Journal of Tropical Oceanography;2005-06
3 LIN Xue-yuan, HE You(Research Inst. of Information Fusion, Naval Aeronautics Eng. Academy, Yantai 264001, China);Double-Star Position/Strap-down Inertial Navigation Integrated Navigation Technology[J];Journal of Shanghai Jiaotong University;2005-09
4 DENG Jin- song1, WANG Ke1, DENG Yan- hua2, HUANG Juan- qin2 (1.Institution of Remote Sensing & Information System Application, Zhejiang Univ., Hangzhou 310029; 2.Changsha Environmental Protection College, Changsha 410004, China);An Effective Way for Automatically Extracting Water Body Information from SPOT-5 Images[J];Journal of Shanghai Jiaotong University (Agricultural Science);2005-02
5 HE Quan-jun , CHENG Bin, XU Hui-ping (College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, Jilin China; School of Ocean and Earth Sciences, Tongji University, Shanghai 200092, China);Realization of 3D terrain visualization with IDL[J];World Geology;2004-01
6 XI Xiao-yan,SHEN Nan,LI Xiao-juan(North China Institute of Computing Technology,Beijing 100083,China);Research of automatic extraction of water Bodies on ETM+images[J];Computer Engineering and Design;2009-04
7 ZHANG Yunlin1, 2, QIN Boqiang1, CHEN Weimin1, YANG Dingtian1, 2, JI Jiang1 (1Nanjing Institute of Geography & Limnology, Chinese Academy of Sciences, Nanjing 210008, China; 2School of Postgraduate, Chinese Academy of Sciences, Beijing 100039, China);Analysis on distribution and variation of beam attenuation coefficient of Taihu Lake's water[J];Advances In Water Science;2003-04
8 ZHOU Yi, ZHOU Wei-qi, WANG Shi-xin, ZHANG Pei (Institute of Remote Sensing Applications, Chinese Academy of Sciences, Beijing 100101, China);Applications of remote sensing techniques to inland water quality monitoring[J];Advances In Water Science;2004-03
9 ZHANG Hong-en~(1,2),SHI Jian-cheng~3,LIU Su-hong~4(1.Institute of Remote Sensing Applications,CAS,Beijing 100101,China;2.Graduate School of CAS,Beijing 100039,China;3.Institute for Computational Earth System Sciences,University of California,Santa Barbara CA 93106,USA;4.Beijing Normal University,Beijing 100875,China);Sub-pixel lakes mapping in Tibetan Plateau[J];Advances in Water Science;2006-03
10 Shi Xuwu Zha Dongshan;Considerations on Saving Lakes in Wuhan[J];China Water Kesources;2005-07
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 LI Hui1,2,WANG Yun-Peng1,LI Yan2,WANG Xing-fang1,2(1.Guangzhou Institute of Geochemistry,Chinese Academy of Sciences,Guangzhou 510640,China;2.Computer School,South China Normal University,Guangzhou 510630,China);Unmixing Remote Sensing Imagery Based on Morphology and Support Vector Machines[J];Remote Sensing Technology and Application;2009-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved