Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering and Applications》 2008-20
Add to Favorite Get Latest Update

New algorithm of extraction of urban vegetation from high resolution image based on AdaBoost

XU Kai1,QIN Kun1,DU Yi2 1.Information Engineering of Remote Sensing,Wuhan University,Wuhan 430079,China 2.Communication Network Technology Management Center,Beijing 100840,China  
This paper focuses on the extraction of urban vegetation from high resolution remote sensing image.A new algorithm of segmentation of urban vegetation from Quick Bird image based on AdaBoost is proposed.The new algorithm combines all weak detectors which are constructed by spectral images,NDVI and textures to form a strong vegetation detector.Finally,the experiments show that this method can extract vegetation in Quick Bird image exactly,and more effectively than traditional algorithm.
【Fund】: 国家重点基础研究发展规划(973)(the National Grand Fundamental Research 973 Program of China under Grant No.2007CB311003);; 中科院资源与环境信息系统国家重点实验室开放基金(No.A0628)
【CateGory Index】: TP751
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 3 Hits
1 LI Rui1,2,4,WANG Juan-le2,REN Zheng-chao2,3(1.College of Environment and Planning,Henan University,Kaifeng 475000,China;2.State Key Laboratory of Resources and Environmental Information System,Institute of Geographical Sciences and Natural Resources Research,CAS,Beijing 100101,China;3.College of grass industry,Gansu Agricultural University,Lanzhou 730070,China;4.The 75711 Troop,PLA,Guangzhou 510515,China);An Adaboost Based Method for Dynamic Extraction of Urban Land Use Cover with Remote Sensing Images[J];Remote Sensing for Land & Resources;2010-02
2 LI Cheng 1,2,CHEN Renxi 1,2,WANG Qiuyan 1(1.School of Earth Sciences and Engineering,Hohai University,Nanjing 210098,China;2.State Key Laboratory of Subtropical Building Science of South China University of Technology,Guangzhou 510640,China);Improvement of the automatic recognition method based on vegetation visual characteristics[J];Remote Sensing for Land & Resources;2013-02
3 LI Weifeng,OUYANG Zhiyun,XIAO Yi State Key Laboratory of Urban and Regional Ecology,Research Center for Eco-Environmental Sciences,Chinese Academy of Sciences,Beijing 100085,China;Applying landscape ecological concepts in urban land use classification[J];Acta Ecologica Sinica;2011-03
Chinese Journal Full-text Database 5 Hits
1 Xie Qianli1 Cheng Chengqi1 Ma Ting2 1(Institute of Remote Sensing,Peking University,Beijing 100871) 2(State Key Lab. of Resources and Environment Information System,Institute of Geography Science & Natural Resources Research,CAS,Beijing 100101);A New Approach of Extracting Road from High-Resolution Remote Sensing Images[J];Computer Engineering and Applications;2006-17
2 ZHANG Liang-chun,XIA Li-min Department of Information Science and Engineering,Central South University,Changsha 410075,China;Freeway incident detection based on Adaboost method[J];Computer Engineering and Applications;2007-28
3 Luo Minggang;Research on Face Detection Based on Adaboost Algorithm[J];Computer & Digital Engineering;2007-02
4 ZHOU Hong-ying1,LIN Qi-zhong1,WU Yun-zhao1,WANG Qin-jun2 (1.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;2.China Remote Sensing Satellite Ground Station,Chinese Academy of Sciences,Beijing 100086,China);Application of combining classifier based on AdaBoost to remote sensing classification[J];Application Research of Computers;2007-10
5 LI Bao-hua(Henan University,Kaifeng,Henan 475001,China);Research of extraction technique of greenbelt information based on remote sensing image:Taking Kaifeng for example[J];Journal of Pingdingshan Teachers' College;2005-05
Chinese Journal Full-text Database 10 Hits
1 PU Zhi~(1,2);LIU Ping~3;YANG Liao~1;BAI Jie~1.1 Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumchi,830011,P.R.China;2 Graduate University of Chinese Academy of Sciences,Beijing,100049,P.R.China;3 School of Forestry,South China Agricultural University,Guangzhou,510642,P.R.China.;Shadow rectification of remote sensing images in information extraction for urban green space.[J];Journal of Beijing Forestry University;2009-02
2 ZHANG SuLab of Survey,Department of Civil Engineering,Tsinghua University,Beijing 100084,China;The research on the application of geographic frequency spectroscopy in interpreting remote sensing image[J];Journal of Chengdu University of Technology(Science & Technology Edition);2006-02
3 YANG Kai,ZENG Yong-nian,LI Hua(①Info-Physics and Geomatics Engineering College,Central South University,Changsha 410083,China;②Geomatics and Applications Laboratory,Liaoning Technical University,Fuxin 123000,China);Research on land use/cover remote sensing classification using surface biophysical parameters——A case study of Changsha city[J];Science of Surveying and Mapping;2008-04
4 ZHANG Fei①②③,Tashpolat.Tiyip①②,DING Jian-li①②,TIAN Yuan①②,Ilyas.Nurmuhammat①②①College of Resources and Environment Science,Xinjiang University Urumqi,Xinjiang 830046,China;②Key Laboratory of Oasis Ecology,Xinjiang University Urumqi,Xinjiang 830046,China;③Graduate school of Xinjiang University with Academic Degrees Committee,Urumqi 830046,China);Study on extracting of soil salinization by remote sensing based on SVM method with spectrum and texture information[J];Science of Surveying and Mapping;2009-03
5 JIANG Xue~1,ZHAO Wen-ji~(1,2),DONG Shuang-fa~2(1.Key Lab of Resource Environment and GIS,Beijing City,Beijing 100037,China;2.Air Borne Survey and Remote Sensing Center of Nuclear Industry,Shijiazhuang 050002,China);Application of High Resolution Satellite Image in Ecological Environment Investigation and Ecological Regionalization[J];Geomatics & Spatial Information Technology;2006-06
6 WU Hong-tao1,LIU Jing-dong2(1.Tianjin Institute of Surveying and Mapping,Tianjin 300381,China;2.The Second Heilongjiang Institute of Surveying and Mapping Engineering,Harbin 150086,China);Analysis and Discussion on Classification Techniques Based on High Resolution Remote Sensing Image[J];Geomatics & Spatial Information Technology;2008-02
7 ZHAO Hong-yan,RAO Huan,ZHANG Zhang(The Scientific Academy of Land and Resource of Henan Province,Zhengzhou 450053,China);The Research about Urban Buildings Based on High Resolution Images[J];Geomatics & Spatial Information Technology;2008-06
8 GAN Ling1,ZHU Jiang1,and MIAO Dong2(1.School of Computer Science and Technology,Chongqing University of Posts&Telecommunications Nanan Chongqing 400065;2.Sichuan Jiuzhou Electric Group Co.,Ltd.Mianyang Sichuan 621000);Application of the Expansion Haar Features in Eye Detection[J];Journal of University of Electronic Science and Technology of China;2010-02
9 CHEN Liang,ZHANG You-jing,CHEN Bo(State Key Laboratory of Hydrology-Water Resource and Hydraulic Engineering,Hohai University,Nanjing 210098;College of Hydrology-Water Resource,Hohai University,Nanjing 210098,China);High Spatial Resolution Remote Sensing Image Classification Based on Decision Tree Classification Combined with Multiscale Texture[J];Geography and Geo-Information Science;2007-04
10 LIU Wen1,2,LUO Jian-cheng2,ZHONG Qiu-hai1,SHEN Zhan-feng2,XU Xian-li3(1.College of Information Science and Technology,Beijing Institute of Technology,Beijing 100081;2.Institute of Remote Sensing Application,Chinese Academy of Sciences,Beijing 100101;3.State Key Lab of Urban and Regional Ecology,Research Center for Eco-Environment Sciences,Chinese Academy of Sciences,Beijing 100085,China);Research on Urban Spatial Information Extraction from High Resolution Remote Sensing Image Based on Feature Units[J];Geography and Geo-Information Science;2007-04
Chinese Journal Full-text Database 10 Hits
1 YAN Hao (National Meteorological Center, China Meteorological Adminstrative, Beijing 100081, China);Detecting Snow and Estimating Snowpack Parameters from NOAA16-AVHRR Data[J];Journal of Glaciology and Geocryology;2004-03
2 CAO Yun-gang~1,2, LIU Chuang~1(1.Institute of Geographical Sciences and Natural Resources,Chinese Acadeny of Sciences,Beijing 100101,China;2.Graduate University of the Chinese Academy of Science,Beijing 100039,China);A Simplified Algorithm for Extracting Subpixel Snow Cover Information from MODIS Data[J];Journal of Glaciology and Geocryology;2006-04
3 HAO Xiao-hua1,2,WANG Jian 1,LI Hong-yi1,2(1.Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Science,Lanzhou Gansu 730000,China;2.Graduate University of the Chinese Academy of Sciences,Beijing 100039,China);Evaluation of the NDSI Threshold Value in Mapping Snow Cover of MODIS——A Case Study of Snow in the Middle Qilian Mountains[J];Journal of Glaciology and Geocryology;2008-01
4 ZHU Hong-xia,KANG Liang(Shanghai Urban Management College,Shanghai 200437,China);The Research on Indicator System of Urban Green Space Disaster Proof and Asylum Functions[J];Northern Horticulture;2008-12
5 Wei Bin(Center for Environmental Sciences,Peking University,Beijing,100871)Wang Jingxu(Institution of City County Planning and Design in Anshan City,Anshan 114001)Zhang Tao(Shand Dong Mining Industry Institution,Taian,271000);Improvement of Assessment Methods for Ecological Effect of Urban Greenland[J];URBAN ENVIRONMENT & URBAN ECOLOGY;1997-04
6 MING Dong-ping,LUO Jian-cheng,SHEN Zhan-feng,WANG MinM,SEHNG Hao(The State Key Laboratory of Resources and Environmental Information System,IGSNRR,CAS,Beijing 100101);Research on information extraction and target recognition from high resolution remote sensing image[J];Science of Surveying and Mapping;2005-03
7 YAN Hai-ying(The Second Surveying and Mapping Institute of Xinjiang Uygur Region,Urumqi 830002,China);The method of urban land use information extraction from QUICKBIRD image[J];Science of Surveying and Mapping;2008-02
8 MA Ya①②,KUANG Yao-qiu①,HUANG Ning-sheng①,WANG Tian-xing③(①Sustainable Development Research Center,Guangzhou Institute of Geochemistry,Chinese Academy of Sciences,Guangzhou 510640,China;②Graduate School of the Chinese Academy of Sciences,Bering 100049,China;③School of Geographical Sciences,Fujian Normal University,Fuzhou 350007,China);Estimation and spatio-temporal characteristics analyses of vegetation abundances based on ETM+ images-A case study in Guangzhou[J];Science of Surveying and Mapping;2009-04
9 CHE Feng,LIN Hui(Research Centre of Remote Sensing and Information Engineering,Central South University of Forestry & Technology,Changsha 410004,China);Remote sensing information extraction of urban built-up land[J];Science of Surveying and Mapping;2010-04
10 LI Cheng-fan①,YIN Jing-yuan①②,ZHAO Jun-juan①(①School of Computer Engineering and Science,Shanghai University,Shanghai 200072,China;②Earthquake Administration of Shanghai,Shanghai 200062,China);An extraction algorithm of urban vegetation from remote sensing image based on object-oriented approach[J];Science of Surveying and Mapping;2011-05
【Secondary References】
Chinese Journal Full-text Database 6 Hits
1 SUN Zhi-qun1,2,LIU Zhi-hui1,2,QIU Dong-mei1,2(1 College of Resource and Environmental Science,Xinjiang University,Urumqi 830046,Xinjiang,China; 2 Key Laboratory of Oasis Ecology Ministry of Education,Xinjiang University,Urumqi 830046,Xinjiang,China);Methods of extracting snow cover information based on HJ-1B data:a case of the Juntanghu watershed[J];Arid Land Geography;2012-01
2 LIU Yanxu1,REN Zhiyuan1,2,LI Chunyue2(1.College of Tourism and Environment Sciences,Shaanxi Normal University,Xi'an 710062,P.R.China; 2.Center for Land Resources Research in Northwest China,Shaanxi Normal University,Xi'an 710062,P.R.China);Response of ecosystem services value to the landscape patterns change in Qinling Mountains——A case of Shangluo city[J];Journal of Arid Land Resources and Environment;2013-03
3 GUO Luo 1,DU Shihong 2,SUN Haoming1 and DING Chao3(1.College of Life and Environmental Sciences,Minzu University of China,Beijing 100081,China; 2.Institute of Remote Sensing and GIS,Peking University,Beijing 100871,China; 3.SUPD,Peking University,Shenzhen 518055,China);Study on Gradient Variation of Landscape Spatial Pattern in the Urban Area of Zhuhai City[J];Journal of Geo-Information Science;2013-02
4 WANG Xin-jun;College of Pratacult ural and Environmental Sciences,Xinjiang Agricultural University;;Analysis on the Landscape Pattern of Salinized Farmland in Arid area[J];Territory & Natural Resources Study;2014-02
5 XIE Yu-chu1,GONG Jie1**,ZHAO Cai-xia1,XIE Yao-wen2,LIN Xing-zhou2(1Key Laboratory of Western China's Environmental Systems(Ministry of Education),Lanzhou University,Lanzhou 730000,China;2College of Earth and Environmental Sciences,Lanzhou University,Lanzhou 730000,China);Urbanization process and landscape change of Jiayuguan City,Gansu Province of Northwest China.[J];Chinese Journal of Ecology;2012-04
6 ZHONG Zi-ling;WANG Zhan-qi;LI Wei-song;School of Public Administration,China University of Geosciences;;Spatial Distribution Characteristics and Affecting Factors of Rural Residential Land in the Mountainous Area Based on Voronoi and Landscape Indices[J];Research of Soil and Water Conservation;2014-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 CHE Sheng quan 1,SONG Yong chang 2 (1.Dept. of Landscape and Environmental Science, Shanghai Jiaotong University,Shanghai 201101,China; 2.Dept. of Environmental Science and Technology, East China Normal University, Shanghai 200062,China);Extract of the Remote Sensing Message of Urban Green Space Landscape ——Shanghai City as the Case Study[J];Urban Environment & Urban Ecology;2001-02
2 Li Xiuzlien;Xiau Duning(Institute of Applied Ecology,Acadwmia Sinica,Shenyang 110015 );STUDY ON THE URBAN LANDSCAPE ECOLOGY[J];URBAN ENVIRONMENT & URBAN ECOLOGY;1995-02
3 LIAO Ke(Institute of Geographical Sciences and Natural Resources Research, CAS,Beijing 100101,China);Geo-information Science and Its Application in the 21th Century[J];Developments In Surveying and Mapping;2001-02
4 CHEN Ji-wei,CHENG Zhi-mu (Surveying and Land Information Engineering Department of Tongji University, Shanghai 200092; Shanghai Institute of Geology and Survey, Shanghai 200072);Urban remote sensing technology playing an important role in gov- ernment decision-making--as an example of shanghai[J];Science of Surveying and Mapping;2004-03
5 ZHU Chang-qing~(1,2), WANG Yao-ge~3, MA Qiu-he~2, SHI Wen-zhong~4(1.Institute of Geodesy and Geophysics, Chinese Academy of Science, Wuhan 430077, China; 2. Institute of Surveying and Mapping, Information Engineering University, Zhengzhou 450052, China; 3. Institute of Science, Information Engineering University, Zhengzhou 450052, China; 4. Department of Land Surveying and Geo-Informatics,The Hong Kong Polytechnic University, Hong Kong,China);Road Extraction from High-resolution Remotely Sensed Image Based on Morphological Segmentation[J];Acta Geodaetica Et Cartographic Sinica;2004-04
6 Wang Baozhong, An Shuqing( Nanjing University, Nanjing 210093, P. R. China); Wang Caixia(Central South Fore stry University); Song Fuqiang, Zhang Zhijun, Shi Mingwang, Yin Daqiang(Nanjing University)Journal of Northeast Forestry University.;Urban Greening and Key Technologies[J];Journal of Northeast Forestry University;2005-04
7 CHU Jia-lan~1,ZHANG Jie~(1,2),WANG Xiao-long~(3,4),FU Jun~(1,5)(1.First Institute of Oceanography,SOA,Qingdao 266061,China; 2.Key Laboratory of Marine Science and Numerical Modeling,SOA,Qingdao 266061,China;3.Institute of Oceanology,Chinese Academy of Sciences,Qingdao 266071,China;4.Graduate School,Chinese Academy of Sciences,Beijing 100039,China;5.College of Environmental Science and Engineering,Ocean University of China,Qingdao 266003,China);Comparison of extracted vegetation information of Dongsha Island from SPOT and QuickBird images[J];Journal of Marine Sciences;2006-02
8 YANG Cun jian 1,2 ,ZHOU Cheng hu 3 (1.Institute of Remote Sensing Applications, Beijing 100101; 2. Yunnan University, Kunming,650091; 3.LREIS, Chinese Academy of Sciences, Beijing 100101,China);Investigation on Classification of Remote Sensing Image on Basis of Knowledge[J];Geography and Territorial Research;2001-01
9 LAI Zhi bin, XIA Shu dong, CHENG Ji cheng (RS and GIS Institute Of PeKing University, Beijing 100871, China);Application Model Research of High Resolution Remote Sensing Data In Urban Environmental Evaluation[J];Progress In Geography;2000-04
10 ZHANG You-shui, FENG Xue-zhi, DU Jin-kang, GU Guo-qin (Department of Urban and Resources Science, Nanjing University, Nanjing 210093, China);Study on extraction of urban green space from IKONOS remote sensing images[J];Geographical Research;2004-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved