Please wait a minute...
img

Wechat

Remote Sensing Technology and Application  2012, Vol. 27 Issue (3): 465-471    DOI: 10.11873/j.issn.1004-0323.2012.3.465
    
Review on the Methods for Road Network Extraction from High Resolution Remote Sensing Images
Yang Xiaoliang,Wen Gongjian
(ATR Key Laboratory,National University of Defense Technology,Changsha 410073,China)
Download:  PDF (1092KB) 
Export:  BibTeX | EndNote (RIS)      
Abstract  

Road network extraction from high resolution remote sensing images is an important problem in ground object auto-extraction.In this paper,the theory and the procedure of road network extraction from high resolution remote sensing images were firstly introduced.Then the representative methods of road network extraction were analyzed and classified from the view of elements level.Finally,the difficulties of the road network extraction are pointed out and the prospect of this field is forecasted.

Key words:  High resolution      Remote sensing images      Road network extraction     
Received:  18 September 2011      Published:  23 January 2013
TP 391  
Service
E-mail this article
Add to my bookshelf
Add to citation manager
E-mail Alert
RSS
Articles by authors

Cite this article: 

Yang Xiaoliang,Wen Gongjian. Review on the Methods for Road Network Extraction from High Resolution Remote Sensing Images. Remote Sensing Technology and Application, 2012, 27(3): 465-471.

URL: 

http://www.rsta.ac.cn/EN/10.11873/j.issn.1004-0323.2012.3.465     OR     http://www.rsta.ac.cn/EN/Y2012/V27/I3/465

[1]Shi Wenzhong,Zhu Changqing,Wang Yu.Road Feature Extraction from Remotely Sensed Image:Review and Prospects[J].Acta Geodaetica et Cartographica Sinica,2001,30(3):257-261.[史文中,朱长青,王昱.从遥感影像提取道路特征的方法综述与展望[J].测绘学报,2001,30(3):257-261.]
[2]Ming Dongping,Luo Jiangcheng,Shen Zhanfeng,et al.Research on Information Extraction and Target Recognition from High Resolution Remote Sensing Image[J].Science of Surveying and Mapping,2005,30(3):18-20.[明冬萍,骆剑承,沈占锋,等.高分辨率遥感影像信息提取与目标识别技术研究[J].测绘科学,2005,30(3):18-20.]
[3]Cai Tao,Wang Runsheng.An Algorithom for Extracting Ro-ad Network from Multi-band Remote Sensing Images[J].Journal of Software,2001,12(6):943-948.[蔡涛,王润生.一个从多波段遥感图像提取道路网的算法[J].软件学报,2001,12(6):943-948.]
[4]Hu H,Liu Y,Wang X,et al.Road Extraction in Remote Sensing Images Using a New Algorithm[C]//Proceeds of IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing.Harbin,China,2008:779-782.
[5]Wen Gongjian,Wang Runsheng.Automatic Extraction of Ma-in Roads from Aerial Remote Sensing Images[J].Journal of Software,2000,11(7):957-964.[文贡坚,王润生.从航空遥感图像中自动提取主要道路[J].软件学报,2000,11(7):957-964.]
[6]Shao Y Z,Guo B X,Hu X Y,et al.Application of a Fast Linear Feature Detector to Road Extraction from Remotely Sensed Imagery[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2010,4(3):1939-1404.
[7]Christophe E,Inglada J.Robust Road Extraction for High Re-solution Satellite Images[C]//Proceedings of IEEE International Conference on Image Processing.San Antonio,2007:V-437-V-440.
[8]Kass M,Witkin A,Terzopoulos D.Snakes:Active Contour M-odels[J].International Journal of Computer Vision,1987,1(4):321-331.
[9]Anil P N,Natarajan S.A Novel Approach Using Active Contour Model for Semi-automatic Road Extraction from High Resolution Satellite Imagery[C]//Proceedings of IEEE 2010 Second International Conference on Machine Learning and Computing.Bangalore,2010:263-266.
[10]Liu Shaochuang,Lin Zongjian.Semi-automatic Road Extraction from Aerial Images[J].Journal of Wuhan Technical University of Surveying and Mapping,1996,21(3):258-264.[刘少创,林宗坚.航空遥感影像中道路的半自动提取[J].武汉测绘科技大学学报,1996,21(3):258-264.]
[11]Mayer H,Laptev I,Baumgartner A,et al.Automatic Road Extraction based on Multi-scale Modeling Context and Snakes[J].International Archives of Photogrammetry and Remote Sensing,1997,(30):106-113.
[12]Cheng Chengqi,Ma Ting.Automatic Recognition of Landsc-ape Linear Features from High Resolution Satellite Images[J].Journal of Remote Sensing,2003,7(1):26-30.[程承旗,马廷.高分辨率卫星影像上地物线性特征的自动识别[J].遥感学报,2003,7(1):26-30.]
[13]Jia Ling,Zhao Yunsheng,Zhang Jianhui,et al.A Research for City Road Extraction from Satellite Image ETM+[J].Remote Sensing Technology and Application,2005,20(5):478-482.[贾玲,赵云升,张建辉,等.基于Landsat ETM+影响的城市道路信息提取研究[J].遥感技术与应用,2005,20(5):478-482.]
[14]Gamba P,DellAcqua F,Lisini G.Improving Urban Road Extraction in High Resolution Images Exploiting Directional Filtering,Perceptual Grouping,and Simple Topological Concepts[J].IEEE Geoscience and Remote Sensing Letters,2006,3(3):387-391.
[15]Xu G,Zhang D W,Liu X Y.Road Extraction in High Resolution Images from Google Earth[C]//Proceedings of IEEE International Conference on Communication and Signal Processing.Macau,2009:1-5.
[16]Lacoste C,Descombes X,Zerubia J.A Polyline Process for Unsupervised Line Network Extraction in Remote Sensing[R/OL]. INRIA Research Report No.5698,http://www.inria .fr/rrrt/rr-5698.html,2005.
[17]Amini J,Saradjian M R,Blais J A R,et al.Automatic Road-side Extraction from Large Scale Imagemaps[J].International Journal of Applied Earth Observation and Geoinformation,2002,4:95-107.
[18]Ali H M,Boshir A,Ariful I M.Automatic Extraction of Road Intersections from Satellite Imagery in Urban Areas[C]//Proceedings of IEEE 6th International Conference on Electrical and Computer Engineering.Dhaka,2010:686-689.
[19]An Ru,Fen Xuezhi,Wang Huilin.Road Feature Extraction form Remote Sensing Classified Imagery based on Mathematical Morphology and Analysis of Road Networks[J].Journal of Image and Graphics,2003,8(7):798-804[安如,冯学智,王慧麟. 基于数学形态学的道路遥感影像特征提取及网络分析[J].中国图象图形学报,2003,8(7):798-804.]
[20]Serra J.Image Analysis and Mathematical Morphology[M].London:Academic Press,1982.
[21]Zhu Changqing,Wang Yao Ge,Ma Qiuhe,et al.Road Extraction from High Resolution Remotely Sensed Image based on Morphological Segmentation[J].Acta Geodaetica et Cartographica Sinica,2004,33(4):347-351.[朱长青,王耀革,马秋禾,等. 基于形态分割的高分辨率遥感影像道路提取[J].测绘学报,2004,33(4):347-351.]
[22]Shen Shaohong,Song Yang,Wan Youchuan,et al.An App-roach for Automatic Road Extraction in Dense Urban Area from High Resolution Multispectral Satellite Imagery[J].Remote Sensing Information,2007,(5):73-77.[申邵洪,宋杨,万幼川,等.高分辨率多光谱遥感影像中城区道路信息的自动提取[J].遥感信息,2007,(5):73-77.][23]Yi W B,Chen Y H,Tang H,et al.Experimental Research on Urban Road Extraction from High-resolution RS Images Using Probabilistic Topic Models[C]//Proceedings of IEEE International Geoscience and Remote Sensing Symposium(IGARSS).Hawaii,2010:445-448.
[24]Barzohar M,Cooper M.Automatic Finding of Main Roads in Aerial Images by Using Geometric Stochastic Models and Estimation[J].IEEE Transactions on Pattern Analysis Machine Intelligence,1996,18(07):707-721.
[25]Wang Min,Luo Jiancheng,Zhou Chenghu,et al.Extraction of Road Network from High Resolution Imagery with the Combination of Gaussian Markov Random Field Texture Model and Support Vector Machine[J].Journal of Remote Sensing,2005,9(3):271-276.[汪闽,骆剑承,周成虎,等.结合高斯马尔可夫随机场纹理模型与支撑向量机在高分辨率遥感图像上提取道路网[J].遥感学报,2005,9(3):271-276.]
[26]Wang Min,Luo Jiancheng,Ming Dongping.Transportation C-enters Extraction from High Spatial Resolution Remote Sensed Imagery[J].Computer Engineering and Applications,2004,40(23):271-276.[汪闽,骆剑承,明冬萍.高分辨率遥感影像上交通枢纽信息的自动提取方法[J].计算机工程与应用,2004,40(23):271-276.]
[27]Luo Q Z,Yin Q,Kuan D B.Research on Extracting Road based on Its Spectral Feature and Shape Feature[J].Remote Sensing Technology And Application,2007,22(2):339-344.
[28]Grote A,Heipke C,Rottensteiner F,et al.Road Extraction in Suburban Areas by Region-based Road Subgraph Extraction and Evaluation[J].2009 Urban Remote Sensing Joint Event,2009:1-6.
[29]Lee H Y,Park W,Lee H K,et al.Towards Knowledge-based Extraction of Roads from 1m-resolution Satellite Images[C]//Proceedings of 4th IEEE Southwest Symposium on Image Analysis and Interpretation.Washington D.C,2000:171-176.
[30]Lin Zongjian,Liu Zhengrong.Methods and Prospects of Road and Linear Structure Extraction from Remote Sensing Image[J]. Geomatics and Information Science of  Wuhan University,2003,28(1):20-23.[林宗坚,刘政荣.从遥感影像提取道路信息的方法评述[J].武汉大学学报,2003,28(1):20-23.]
[31]Trinder J C,Wang Y D.Knowledge-based Road Interpretation in Aerial Images[C]//ISPRS Commission IV Symposium on GIS-between Visions and Applications.Stuttgart,1998.
[32]Liu Y F,Liu D S.Probe of Texture Features in City Land Use Information Extraction[J].Science of Surveying and Mapping,2005,30(4):46-56.
[33]Yang Kang,Li Manchun,Liu Yongxue,et al.Road Extraction Method Using Multi-point Fast Marching and Minimum Patls[J].Remote Sensing Technology and Application,2011,26(3):294-302.[杨康,李满春,刘永学,等.遥感影像道路的多点同时快速行进提取方法[J].遥感技术与应用,2011,26(3):294-302.]
[34]Zhang Lianjun,Zhang Jing,Guo Yang,et al.Review of Road Extraction from High Resolution Remote Sensing Images[J]. Geomatics and Spatial Information Technology,2010,33(4):26-30.[张连均,张晶,郭阳,等.高分辨率遥感影像道路提取方法综述[J].测绘与空间地理信息,2010,33(4):26-30.]
[35]Pandit V,Gupta S,Rajan K S.Automatic Road Network Extraction Using High Resolution Multi-temporal Satellite Images[C]//Proceedings of IEEE Geoscience and Remote Sensing Symposium.Cape Town,2009.V-272-V-275.
[36]Li Chengfan,Liu Lan,Zhou Tinggang.Study on Road Extraction from High-resolution Remote Sensing Images based on Street Trees[J].Remote Sensing Information,2009,(1):32-35.[李成范,刘岚,周廷刚.基于行道树的高分辨率遥感影像道路提取研究 [J].遥感信息,2009,(1):32-35.]
[37]Li Y T,Wu J,Yang Y.HIS and DWT based Remote Sensing Image Fusion and its Application on Road Extraction[C]//Proceedings of IEEE Consumer Electronics,Communications and Networks.Yichang,2011:394-397.
[38]Lisini G,Tison C,Tupin F,et al.Feature Fusion to Improve Road Network Extraction in High Resolution SAR Images[J].Geoscience and Remote Sensing Letters,IEEE,2006,3(2):217-221.
[39]Zhang Y,Liu Y J,Zhang J P.Road Extraction from Multi-source Remote Sensing Images based on 2nd Generation Curvelet Fusion[C]//Proceedings of IEEE Natural Computation Fifth International Conference.China,2009,6:247-251.
[40]Li Xiaofeng,Zhang Shuqing,Han Fuwei,et al.Road Extraction from High Resolution Remote Sensing Images based on Multiple Information Fusion[J].Acta Geodaetica et Cartographica Sinica,2008,37(2):178-184.[李晓峰,张树清,韩富伟,等.基于多重信息融合的高分辨率遥感 影像道路信息提取[J].测绘学报,2008,37(2):178-184.]
[41]Rieger W,Kerschner M,Reiter T,et al.Roads and Buildings from Laser Scanner Data within a Forest Enterprise[C]//ISPRS Workshop.La Jolla,1999.
[42]Wang G F,Zhang Y L,Li J C,et al.3D Road Information Extraction from LIDAR Data Fused with Aerial-images[C]//Proceedings of IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM).Fuzhou,2011:362-366.
[43]Li Hui,Zhong Cheng,Huang Xianfeng,et al.Development of 3D Road Reconstruction with Lidar Fusion and Remote Sensing Images[J].Journal of Geomatics,2010,35(1):30-32.[李卉,钟成,黄先锋,等.基于LIDAR和RS影像的道路三维模型重建研究进展[J].测绘信息与工程,2010,35(1):30-32.]

No Suggested Reading articles found!