|
|
A Shape Reconstruction Method Road Extract from High Resolution Remote Sensing |
Yang Xianwu,Chi Zhifeng,Yao Gaowei |
(Department of Urban and Environment,Xinyang Normal University,Xinyang 464000,China) |
|
|
Abstract A method for urban major road information extraction from QuickBird imagery is proposed.First,the use of histogram equalization for the enhancement of the original remote sensing image processing,outstanding image edge information.With the Otsu automatic thresholding method for image enhancement processing after the initial split,extract urban roads and houses and other buildings.According to the image difference between the morphological characteristics of various elements to build a different tag images with different structural elements to build the road model,with the model of thresholding the image after morphological reconstruction,were extracted from the city roads and buildings.Generated reconstruction of the road shape optimization module,extract the contours of urban roads.Experimental results show that the method can effectively extract images from high resolution remote sensing of urban road network.
|
Received: 08 December 2010
Published: 10 January 2012
|
|
[1] |
Mena J B,Malpica J A.An Automatic Method for Road Extraction in Rural and Semi-urban Areas Starting from High Resolution Satellite Imagery[J].Pattern Recognition Letters,2005,26(3):1201-1220.
|
[2] |
Gruen A V.Adaptive Least Squares Correlation—A Powerful Image Matching Technique[J].South African Journal of Photogrammetry,Remote Sensing and Cartography,1985,14(3):175-187.
|
[3] |
Geman D,Jedynak B.An Active Testing Model for Tracking Roads in Satellite Images[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1996,18(1):1-14.
|
[4] |
Gruen A,Li H H.Road Extraction from Aerial and Satellite Images by Dynamic Programming[J].ISPRS Journal of Photogrammetry and Remote Sensing,1995,50(4):11-20.
|
[5] |
Mokhtarzade M,Valadan Zoej M J.Road Detection from High-resolution Satellite Images Using Artificial Neural Networks[J].International Journal of Applied Earth Observation and Geoinformation,2007,9(1):32-40.
|
[6] |
Jin X,Davis C H.An Integrated System for Automatic Road Mapping from High-resolution Multi-spectral Satellite Imagery by Information Fusion[J].Information Fusion,2005,6(4):257-273.
|
[7] |
Laptev I,Lindeberg T,Eckstein W.Automatic Extraction of Roads from Aerial Images based on Scale Space and Snakes[J].Machine Vision and Applications,2000,12(1):23-31.
|
[8] |
Jia Yonghong.Digital Image Processing[M].Wuhan:Wuhan University Press,2003:64.[贾永红.数字图像处理[M].武汉:武汉大学出版社,2003:64.]
|
[9] |
Gonzalez R C.Digital Image Processing Using Matlab[M].Beijing:Publishing House of Electronics Industry,2008:285.[冈萨雷斯.数字图像处理(Matlab版)[M].北京:电子工业出版社,2008:285.]
|
[10] |
Shade J,Gortler S,He L W,et al.Layered Depth Image[C]// Association for Computing Machinerys Special Interest Group on Computer Graphics and Interactive Techniques,Orlanda,1998:231-242.
|
[11] |
Wang Peifa,Wang Li,Feng Xuezhi,et alRevien of Road Extraction from Remote Sensing Images[J].Remote Sensing Technology and Application,2009,24(3):284-290.[王培法,王丽,冯学智,等.遥感图像道路信息提取方法研究进展[J].遥感技术与应用,2009,24(3):284-290.]
|
[12] |
Cui Yi.Image Processing and Analysis and Application of Mathematical Morphology[M].Beijing:Science Press,2002:47.[崔屹.图像处理与分析—数学形态学方法及应用[M].北京:科学出版社,2002:47.]
|
[13] |
Wang Ailing,Ye Mingsheng,Deng Qiuxiang.Matlab R2007 Image Processing Technology and Applications[M].Beijing:Publishing House of Electronics Industry,2008:83.[王爱玲,叶明生,邓秋香.Matlab R2007图像处理技术与应用[M].北京:电子工业出版社,2008:83.]
|
[1] |
. Cadastral Surveying of Towns and Cities Aided by Cadastral Information Systems [J]. Remote Sensing Technology and Application, 1996, 11(4): 41
-45
. |
[2] |
LI Jing, JIANG Jing-Shan, LI Mao-Tang- . Calibration of Microwave Radiometer[J]. Remote Sensing Technology and Application, 1999, 14(1): 1
-4
. |
[3] |
Miao Fang,Chen Jianping,Li Ping. The Establish and Application of Microcomputer——based Remote Sensing Geological Workstation[J]. Remote Sensing Technology and Application, 1994, 9(4): 28
-33
. |
[4] |
ZHAO Qiang, TANG Yu, LIU Gao-hua, YAO Xin. GIS-Based City Environment Emergency Responding System[J]. Remote Sensing Technology and Application, 2002, 17(5): 245
-249
. |
[5] |
赵晓英. [J]. Remote Sensing Technology and Application, 1990, 5(3): 72
. |
[6] |
. [J]. Remote Sensing Technology and Application, 1992, 7(3): 24
-29
. |
[7] |
WANG Zhigang GUO Ziqi. Evolution of Soil and Rock Spectrum Under the Weathering in the Western Qinling Area[J]. Remote Sensing Technology and Application, 1998, 13(3): 19
-23
. |
[8] |
PU Zhi,YANG Liao,BAI Jie. Shadow Detection and Removal Based on Object-oriented Method inHigh Spatial Resolution Remote Sense Image[J]. Remote Sensing Technology and Application, 2008, 23(6): 735
-738
. |
[9] |
WU Deng-wei,WU Yun-zhao,MA Hong-rui. Review on Remote Sensing Monitoring on Contaminated Plant[J]. Remote Sensing Technology and Application, 2009, 24(2): 238
-245
. |
[10] |
. [J]. Remote Sensing Technology and Application, 1988, 3(1): 21
-34
. |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|