Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《JOURNAL OF SOFTWARE》 2000-07
Add to Favorite Get Latest Update

Automatic Extraction of Main Roads from Aerial Remote Sensing Images

WEN Gong\|jian\ WANG Run\|sheng(ATR Key Laboratory of Defense Science and Technology\ National University of Defense Technology\ Changsha\ 410073)  
The classification and measuring procedure for geometrical objects of a city will be simplified if its main road network could be automatically extracted from aerial remote sensing images. In this paper, an automatic approach for extracting main city roads based on straight lines is developed, in which main city roads are modeled according to their characteristics in the image. The new method puts emphases on dealing with all kinds of noise from the imaging process, and uses Gaussian distribution to blur parameters of straight lines in order to ensure extraction robustness. All parameters of this method are acquired by theoretic analysis so that the extraction process is automatic. The experimental results show that the main road network can be extracted from real aerial remote sensing images.
【Fund】: 国家863高科技项目基金!(No.863-308-13-02(4))资助
【CateGory Index】: TP75
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 10 Hits
1 ;Automatic Extraction of Transmission Line based on Aerial Image[J];Sensor World;2008-09
2 DOU Jian-fang, CHEN Ying (Department of Surveying and Geo-Informatics, Tongji University, Shanghai 200092, China);Automatic road extraction from SAR images based on mathematical morphology and phase group[J];Science of Surveying and Mapping;2009-02
3 LI Xiao-feng1,2,ZHANG Shu-qing1,HAN Fu-wei1,2,QIN Xi-wen1,2,YU Huan1,21.Northeast Institute of Geography and Agroecology,Chinese Academy of Sciences,Changchun 130012,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100039,China;3.National Marine Environmental Monitoring Center,Dalian 116023,China;Road Extraction from High-resolution Remote Sensing Images Based on Multiple Information Fusion[J];Acta Geodaetica et Cartographica Sinica;2008-02
4 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
5 YANG Guang~(1,2),LIU Xiang-nan~3 (1.Northeast Institute of Geography and Agricultural Ecology, Chinese Academy of Sciences, Changchun 130012, China; 2.The Sixth Department, the Second Aeronautical Institute of Air Force, Changchun 130022, China; 3. College of Urban and Environment Science, Northeast Normal University, Changchun 130024, China);THE PRESENT RESEARCH CONDITION AND DEVELOPMENT TREND OF REMOTELY SENSED IMAGERY INTERPRETATION[J];Remote Sensing For Land & Resources;2004-02
6 YE Fa-mao~1,SU Lin~1,LI Shu-kai~1,TANG Jiang-long~2(1.Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;2.East China Institute of Technology,Fuzhou 344000,China);REVIEW AND THOUGHT OF ROAD EXTRACTION FROM HIGH RESOLUTION REMOTE SENSING IMAGES[J];Remote Sensing for Land & Resources;2006-01
7 ZHANG Dao-bing1,2,3,LIU Bo1,4,WANG Hong-qi2(1 Xi'an Institute of Optics and Precision Mechanical of CAS,Xi'an,710068,China)(2 Institute of Electronics,Chinese Academy of Sciences,Beijing 100080,China)(3 Graduate University of the Chinese Academy of Sciences,Beijing 100039,China)(4 Center for Space Science Applied Research,Chinese Academy of Sciences,Beijing 100080,China);Parallel Active Contour Model for Main Road Segments Extraction From High-resolution Remote Sensing Images[J];Acta Photonica Sinica;2007-07
8 Guan Xin Wu Xiuqing Wang Jianjiang(Department of Electronic Engineering and Information Science,University of Science&Technology of China,Hefei230027);SOFM-based Change Detection of Airdrome Area in Remote Sensing Image[J];Computer Engineering and Applications;2004-24
9 GAN BoWU XiuqingHU Yongjun(Department of Electronic Engineering and Information Science, University of Science & Technology of China, Hefei 230027);Application of Hough Transform in Segmentation of Airdrome Remote Sensing Images Based on Statistics[J];Computer Engineering;2002-08
10 Peng Jing Jin Yaqiu(Key Laboratory of Wave Scattering and Remote Sensing Information(Ministry of Education),Fudan University,Shanghai 200433);A Gaussian Comparison Function and Unbiased Detection of Linear Structures from Remote Sensing Images[J];Journal of Computer-Aided Design & Computer Graphics;2007-12
China Proceedings of conference Full-text Database 3 Hits
1 XIAO Qian LI Guang-yao Department of Computer Science and Technology, Tongji University, Shanghai 200092;A Survey of Methods of Road Extraction in Aerial and Remote sensing Images[A];[C];2006
2 Peng Jing, Chen Mang, Cheng Zhi-guo, Liu Yun-cai (Institute of Image Processing and Pattern Recognition, Shanghai Jiaotong University, Shanghai 200030);Hierarchical Road Feature Extraction in Urban Aerial Images[A];[C];2005
3 LIU Shidong and WANG Zengfu(Department of Automation,University of Science and Technology of China,Hefei 230027,China);Automatic Extraction of Road Network Based on Topological Feature and Ribbon Snake[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 CHENG Zhi-you,WANG Nian,LIANG Dong 230039,China) ;An efficient algorithm of fuzzy edge detection on industrial material auto-recognition[J];Journal of Anhui University(Natural Sciences);2003-01
2 ZHANG Leng, LU Wei(Information Engineering University, The PLA Institute of Surveying and Mapping, Zhengzhou 450052, China);Application of segmentation algorithm based on wavelet mul-scale symbiotic matrix in residential area extractiona[J];Journal of Anhui Institute of Mechanical and Electrical Engineering;2002-02
3 ZHAO Wenbo LIU Jungang (Chongqing Optoelectronics Research Institute,Chongqing 400060,CHN);Recent progress in research on CMOS image sensor[J];SEMICONDUCTOR OPTOELECTRONICS;1999-01
4 HU Yue-ming,HUANG Hui-le,YUAN Peng,LIU Hai-ming(College of Automation Science and Engineering,South China University of Technology,Guangzhou 510640,China);Locating Algorithm and Realization for High-Speed and High-Precision Vision Detection of IC[J];Semiconductor Technology;2006-01
5 WANG Yan song, RUAN Qiu qi (College of Computer and Information Technology, Northern Jiaotong University, Beijing 100044,China);A Distorted Image Rectification Algorithm Based on Least Square Image Matching[J];Journal of Northern Jiaotong University;2002-01
6 Yu Xiaohan Juha Yl Jski (Graphic Arts Laboratory,Technical Research Centre of Finland) Outi Sipil Olli Huttunen Tuomo Vehkomki Toivo Katila (Department of Physics,Helsinki University of Technology);A General Image Segmentation Method Combining Region Growing and Edge Detection[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1997-01
7 Zheng Shunyi\ Wan Chuanfeng\ Zeng Xuegui (College of Civil Engineering and Architecture, Northern Jiaotong University, Beijing 100044);Railway Survey and Design and Geographical Information System[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-01
8 Wang Fujian Zeng Xuegui (College of Civil Engineering and Architecture, Northern Jiaotong University,Beijing 100044);Output Methods for Plane Drawings of Highway and Railway Route Based on AutoCAD[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-04
9 CAO Wufeng\ QIN Qiming (Institute of Remote Sensing and Geographical Information System, Peking University,Beijing,100871);A Knowledge based Research for Road Extraction from Digital Satellite Images[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;1998-Z1
10 Xu Baochang Chen Zhe Zhao Long (School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Improved least-squares scene matching algorithm[J];Journal of Beijing University of Aeronautics and Astronautics;2005-08
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 RAN Jiang et al(School of Geography and Ocean Sciences,Nanjing University,Nanjing,Jiangsu 210093);Analysis of the Urban Expansion of Lianyungang and its Driving Force[J];Journal of Anhui Agricultural Sciences;2007-03
2 JIA Peng,YAN Pei-li,HE Jun,LI Xiang-ting (Xi'an Changing Technology Enginerring Co.,Xi'an 710018,China);Research on road extraction based on edge characteristic threshold segmentation[J];Engineering of Surveying and Mapping;2009-03
3 HONG ZHigang ① , DAI Erfu ②, CHU Meihua ③ ( ①Chinese Academy of Surveying and Mapping, Beijing 100039; ②Institute of Geographical Sciences and Natural Resources Research ,CAS Beijing 100101;③Shandong University of Science and Technology, Qingdao 266510);Detecting methods of surface features of 1: 50 000 topographic map based on SPOT 5 imag-a case study on Qixiangcuo area in Tibet[J];Science of Surveying and Mapping;2005-06
4 ZHAI Hui-qin(Corps 68029, Lanzhou Gansu 730020, China );A new algorithm for water area extracting from the remote sensing image based on morphologic method[J];Science of Surveying and Mapping;2006-01
5 ZHONG Cheng,ZHU Yi-xuan,FENG Tian-tian(State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China);Detecting and control of typical errors in 3D urban reconstruction[J];Science of Surveying and Mapping;2008-04
6 LI Er-sen①,ZHANG Bao-ming①,GUO Hai-tao①,ZHOU Xiao-ming①,CHU Yan-feng①②,CHEN Ke①(①Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China;②65015 Troops,Liaoning Dalian116023,China);Improvement of the OPTA algorithm and its application in remote sensing images thinning[J];Science of Surveying and Mapping;2008-06
7 XU Wen-xue~①JIANG Tao~(①②) KANG Zhi-zhong~③①Geomatics College,ShanDong University of Science and Technology,ShanDong Qingdao 266510,China;②Laboratory of Fundamental Geographic Information and Digital Technology,Key Laboratory of ShanDong,ShanDong Qingdao 266510,China;③Faculty of Aerospace Engineering,Delft University of Technology,Kluyverweg 1,2629 HS Delft,The Netherlands;Planar feature extraction in laser scaning data using region growing algorithm[J];Science of Surveying and Mapping;2008-S1
8 ZHANG Hong-wei, CHEN Jun, LIAO An-ping, WANG Dong-hua (National Geomatics Center of China, Beijing 100044, China);Image Rectification using Vector Road Map Measured by GPS[J];Geomatics World;2008-04
9 MA Li1, 2, CHEN Jun2 School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China; 2.National Geomatics Center of China, Beijing 100044, China);Classification and Application of Context Information in Road Extraction[J];Geomatics World;2008-04
10 LI Xiao-feng1,2,ZHANG Shu-qing1,HAN Fu-wei1,2,QIN Xi-wen1,2,YU Huan1,21.Northeast Institute of Geography and Agroecology,Chinese Academy of Sciences,Changchun 130012,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100039,China;3.National Marine Environmental Monitoring Center,Dalian 116023,China;Road Extraction from High-resolution Remote Sensing Images Based on Multiple Information Fusion[J];Acta Geodaetica et Cartographica Sinica;2008-02
China Proceedings of conference Full-text Database 6 Hits
1 HUANG Jian-Jun~1 TANG Liang~2 XIE Wei-Xin~1 XIE Xing-Can~2 1 School of Information Engineering,Shenzhen Universitty 2 School of Electronical Engineering,Xidian University;Automatic Extraction of Main Roads Based on Symmetrical Edge Orientation Histogram[A];[C];2004
2 ZENG Jian-ying,YANG Ke-jian (College of Computer Science and Technology,Wuhan University of Technology,430063,China);Experiments and Comparison of Several Image Edge Detection Algorithms Based on VC2005[A];[C];2008
3 Hao Qiwei, Chen Xiaomei, Ni Guoqiang, Zhang Huaili Department of Optical Engineering, Beijing Institute of Technology, China 100081;Road and linear structure automatic extraction[A];[C];2007
4 Xu Xinfeng~1 Dong Guihua~2 ~1(Changchun Institute of Optics, Fine Mechanics and Physics,Changchun 130033,China) ~2(China Environmental Monitoring Center, Beijng 100029,China);Simple Model Based Line Detection with Hough Transform[A];[C];2004
5 YIN Dong,ZHANG Feng,CHEN Hai-lin(School of Information Science and Technology,University of Science and Technology of China,Hefei 230027,China);Application of MAS-oriented traffic objects recognition[A];[C];2007
6 Xiao Dan~1 An Yulun~2 Xiong Kangning~(2*) (1.School of Economics and Management,Guizhou College of Finance and Economics,Guiyang,Guizhou, 550004,China 2.School of Geography and Biology Sciences,Guizhou Normal University,Guiyang,Guizhou, 550001,China 3.Institute of South China Karst,Guizhou Normal University,Guiyang,Guizhou,550001.China);A Study on the Interpretation and Pattern of the Karst Landscape under the Support of 3S Techniques——With a Special Reference to Qingzhen City in Guizhou Province[A];[C];2009
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved