一种SAR影像带状道路半自动提取方法A semi-automatic extraction of ribbon roads from SAR image
孙娜,张继贤,黄国满,赵争
摘要(Abstract):
文章提出了一种结合极化的相干最优信息的SAR影像带状道路半自动提取方法。该方法由用户输入种子点确定初始矩形模板,用傅立叶函数构建道路轨迹模型作为全局的控制条件,将矩形模板的角度信息结合极化相干最优信息作为局部的控制条件,根据两种条件控制模板的前进方向,实现道路的边缘线提取。通过与人工提取结果对比,证明本文的方法能够取得较理想的效果。
关键词(KeyWords): SAR影像;半自动道路提取;极化相干最优信息;角度信息;道路轨迹模型
基金项目(Foundation): 863项目(2011AA120401)
作者(Author): 孙娜,张继贤,黄国满,赵争
DOI: 10.16251/j.cnki.1009-2307.2014.11.026
参考文献(References):
- [1]Lisini G,Tison C,Tupin F,GambaP.Feature Fusion to Improve Road Network Extraction in High-Resolution SAR Images[J].IEEE Geoscience and Remote Sensing Letters,2006,3(2):217-221.
- [2]Lisini G,Gamba P,LuebeckD.Road Extraction in Urban and Rural Environments Exploiting a Dual-Band SAR System[C]//IGARSS,2011:3610-3613.
- [3]Negri M,Gamba P,Lisini G,Tupin F.Junction-Aware Extraction and Regularization of Urban Road Networks in High-Resolution[J].IEEE Transactions on Geoscience and Remote Sensing,2006,44(10):2962-2971.
- [4]Cao G,Jin Y Q.Automatic Detection of Main Road Network in Denseurban Area Using Microwave SAR Images[J].The Imaging Science Journal,2007,55:215-222.
- [5]Tupin F,Maitre H,Mangin J F,et al.Detection of Linear Features in SAR Images:Application to Road Network Extraction[J].IEEE Transactions on Geoscience and Remote Sensing,1998,36(2):434-453.
- [6]Li S Y,Yang W,Yang H,Sun H.Road Extraction from High Resolution Dual-Polarization SAR Images over Urban Areas[C]//Proc.Of SPIE,2008,72850Q:1-10.
- [7]Zhang Y P,Li M C,Sun X G,et al.Road Extraction with DespeckledTerraSAR-X data Using Total Variation Minimization[C]//The International Society for Optical Engineering,2009.
- [8]Sun X F,Li Y C,Lin X G.Semi-automatic Extraction of Ribbon Roads from VHR Remotely Sensed SAR Imagery[C]//2010 Chinese Conference on Pattern Recognition,2010:1002-1005.
- [9]Cheng J H,Guan Y F,Ku X S,et al.Semi-automatic Road Centerline Extraction in High-resolutionSAR Images Based on Circular Template Matching[C]//International Conference on Electric Information and Control Engineering,2011,4(15-17):1688-1691.
- [10]Vosselman G,Knecht D J.Road Tracing by Profile Matching and Kalman Filtering[C]//Automatic Extraction of Man-Made Objects from Aerial and Space Images,1995,Basel,Switzerland:BirkhauserVerlag:265-274.
- [11]张睿,张继贤,李海涛.基于角度纹理特征和剖面匹配的高分辨率遥感影像带状道路半自动提取[J].遥感学报,2008,12(2):224-232.
- [12]Mckeown D,Denlinger J.CooPerative Methods for Road Tracing in Aerial Imagery[C]//Proceedings of the IEEE Conference in Computer Vision and Pattern Recognition,1988:662-672.
- [13]Ferro F,Pottier E,Lee J S.Unsupervised Classification of Multifrequency and Fully Polarimetric SAR Images Based on the H/A/alpha-Wishartclassifier[J].IEEE Transactions on Geoscience and Remote Sensing,2001,39(11):2332-2342.
- [14]齐文璐,李洋,王鹏,等.基于分类的极化干涉SAR数据相干斑滤波方法[J].中国科学院研究生院学报,2012,29(5):636-643.
- [15]Freeman A,Durden S L.A Three-component Scattering Model for Polarimetric SAR Data[J].IEEE Transactions onGeoscience and Remote Sensing,1998,36(3):963-973.
- [16]Haverkamp D.Extracting Straight Road Structure in Urban Environments Using IKONOS Satellite Imagery[J].Opt.Eng,2002,41(9):2107-2110.
- [17]Zhang Q P,Couloigner I.BenefitoftheAngularTextureSignaturefor the Separation ofParkingLots and Roads onHighResolutionMulti-Spectral Imagery[J].Pattern Recognition Letters,2006,27:937-946.