大幅面星载SAR图像中机场检测算法

Abstract

Abstract: This paper mainly discusses airport detection in the large area satellite-borne synthetic aperture radar(SAR) images.A new algorithm based on features of the regional shape is proposed.It employs an adaptive clustering method to solve the problem of small target segmentation from large area and complex background images.The ellipse-fitting method is utilized to approximate the scale and the shape of the considered region instead of the widely used approaches of the minimum enclosing rectangle and the bounding box.Several large area satellite-borne SAR images collected from separated scenes are used for experiment.The results show that the proposed algorithm is able to detect single or multiple airports with variable runways in a short time.

CLC Number:

TP391

ZHOU Nuo, CHEN Wei, ZHAO Hui, SHANG Bin, LI Shao-hong. Airport detection algorithm in large area satellite borne SAR images[J]. Journal of Systems Engineering and Electronics, 2009, 31(8): 1870-1873.

References

[1] 应龙,宋海娜,粟毅.一种快速检测遥感图像中机场跑道的方法[J].计算机应用与软件,2006,23(3):94-97.
[2] 叶斌,彭嘉雄.基于结构特征的军用机场识别与理解[J].华中科技大学学报,2001,29(3):39-42.
[3] 何勇,徐新,孙洪,等.机载SAR图像中机场跑道的检测[J].武汉大学学报(理学版),2004,50(3):393-396.
[4] 杨顺辽,卢凌,杜宗岗,等.SAR图像中机场跑道的自动识别研究[J].武汉理工大学学报(交通科学与工程版),2006,30(1):56-59.
[5] 鲍复民,李爱国,覃征.合成孔径雷达图像中机场跑道的自动识别[J].西安交通大学学报,2004,38(12):1243-1246.
[6] 杨卫东,左峥嵘,张天序.基于假设检验的SAR图像机场跑道自动识别[J].华中科技大学学报(自然科学版),2006,34(2):11-13.
[7] 曲延云,郑南宁,李翠华.基于支持向量机的机场检测算法[J].西安交通大学学报,2006,40(6)1709-713.
[8] Liu Dehong,He Lilian,Carin L.Airport detection in large aerial optical imagery[C]//Proc.of Acoustics,Speech,and Signal Processing,IEEE International Conference on,Montreal,Canada,2004,5:761-764.
[9] 耿振伟,蒋咏梅,粟毅,等.一种巨幅遥感影像中机场R01检测算法[J].电子与信息学报,2005,27(11):1770-1773.
[10] Pi Yiming,Fan Luhong,Yang Xiaobo.Airport Detection and Runway Recognition in SAR Images[C]//Geoscience and Remote Sensing Symposium,Proc.of IEEE International,Toulouse,France,2003,6,4007-4009.
[11] 史伟强,张天序,桑农.地面复杂背景下自适应聚类分割方法[J].红外与激光工程,1998 27(2):1-5.
[12] Sonka Milan,Hlavac Vaclav,Boyle Roger.Image processing,analysis,and machine vision,second edition[M],Beijing:Posts-telecom Press,2002:228-276.
[13] Snyder Wesley E,Qi Hairong.Machine vision[M].Beijing:China Machine Press,2005:216-239.
[14] Shapiro Linda G,Stockman George C.计算机视觉[M].北京;机械工业出版社,2005:56-60.
[15] Haralick Robert M,Shapiro Linda G.Computer and robot vision vol Ⅰ[M].Boston:Addison-Wesley Longman Publishing Co,1992:639-658.

Airport detection algorithm in large area satellite borne SAR images

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

[1]	Bowen YU, Lin YU, Ming LYU, Jie ZHANG. Target threat assessment model based on M-ANFIS-PNN [J]. Systems Engineering and Electronics, 2022, 44(10): 3155-3163.
[2]	Wei ZHANG, Jing HE, Xiaowei XIE, Guoqiang ZHAO, Zhen CHEN. Design and implementation of simulation evaluation system for joint battlefield navigation countermeasure [J]. Systems Engineering and Electronics, 2022, 44(10): 3182-3189.
[3]	Yifei XU, Xiaodong LI, Xinde LI. A method of camouflaged object segmentation with locating and asymmetric compensation [J]. Systems Engineering and Electronics, 2022, 44(9): 2707-2715.
[4]	Haojun FENG, Li DUAN, Biying ZHANG, Haichao LIU. Bidirectional cyclic evolutionary framework of entity linking and knowledge reasoning [J]. Systems Engineering and Electronics, 2022, 44(9): 2878-2885.
[5]	Jing YU, Enmi YONG, Hanyang CHEN, Dong HAO, Xiancai ZHANG. Bi-level mission planning method for multi-cooperative UAV air-to-ground attack [J]. Systems Engineering and Electronics, 2022, 44(9): 2849-2857.
[6]	Shuang SONG, Yue ZHANG, Linna ZHANG, Yigang CEN, Yidong LI. Lightweight target detection algorithm based on deep learning [J]. Systems Engineering and Electronics, 2022, 44(9): 2716-2725.
[7]	Jian WANG, Zihao HE, Jie LIU, Ke YANG. Image fusion algorithm based on gradient domain guided filtering and improved PCNN [J]. Systems Engineering and Electronics, 2022, 44(8): 2381-2392.
[8]	Juncheng GUO, Gang WAN, Xinjie HU, Fabao YAN, Shuai WANG. Meta-learning method for solar radio spectrum burst recognition [J]. Systems Engineering and Electronics, 2022, 44(8): 2410-2418.
[9]	Tao ZHANG, Xiaogang YANG, Ruitao LU, Xueli XIE, Chuang LIU. Key-point based method for ship detection in remote sensing images [J]. Systems Engineering and Electronics, 2022, 44(8): 2437-2447.
[10]	Kang LIU, Minghao HE, Jun HAN, Geng WANG. A high conflict evidence fusion method based on eigenvector and Jousselme distance [J]. Systems Engineering and Electronics, 2022, 44(7): 2175-2180.
[11]	Bo LI, Jiahao ZHOU, Minmin LIU, Pinchao ZHU. Feature selection for welding defect assessment based on improved NSGA3 [J]. Systems Engineering and Electronics, 2022, 44(7): 2211-2218.
[12]	Ruilin XU, Boying GENG, Shukan LIU. Research on structural knowledge extraction and organization for multi-modal governmental documents [J]. Systems Engineering and Electronics, 2022, 44(7): 2241-2250.
[13]	Cheng FAN, Buhong WANG, Jiwei TIAN. Node classification of airline network based on the graph convolution network model with multi-task learning [J]. Systems Engineering and Electronics, 2022, 44(7): 2341-2349.
[14]	Guodong JIN, Yuanliang XUE, Lining TAN, Jiankun XU. Advances in object tracking algorithm based on siamese network [J]. Systems Engineering and Electronics, 2022, 44(6): 1805-1822.
[15]	Jun MA, Jingyu YANG, Xi WU. Evaluation of operational system of systems effectiveness based on pre-clustering active semi-supervised learning [J]. Systems Engineering and Electronics, 2022, 44(6): 1889-1896.