收稿日期: 2007-07-04
修回日期: 2007-12-12
网络出版日期: 2008-01-10
基金资助
国家自然科学基金项目“SAR图像目标ROI自动获取技术研究”(编号:60772045);国防预研项目“二炮巡航导弹飞行数据控制链图像压缩编码技术研究”(编号:203010203);国防科技大学博士创新资助项目“高分辨SAR图像对地观测目标ROI的获取和分析”共同资助.
The Automatic Acquirement of Target's Region-of-Interest from SAR for the Application of Earth Observation
Received date: 2007-07-04
Revised date: 2007-12-12
Online published: 2008-01-10
高贵 , 周蝶飞 , 李德仁 , 蒋咏梅 , 张军 . 合成孔径雷达对地观测应用中目标感兴趣区域的自动获取[J]. 地球科学进展, 2008 , 23(1) : 39 -46 . DOI: 10.11867/j.issn.1001-8166.2008.01.0039
A new scheme of the automatic acquirement of target's region-of-interest (ROI) by utilizing SAR images on the study of earth observation is proposed based on a simple review on the progress and the analysis of existing problems. The new scheme consists of a scheme of target detection and that of target discrimination. The key techniques of the new scheme are also developed. The experiment results of real SAR scenes show that the presented scheme has the characteristics of strong robustness, extensive practicability, high automatic on low computation and easy realization. Therefore, the presented scheme has the extensive prospect for spatial earth observation.
Key words: Synthetic Aperture Radar; Target; Region-of-Interest (ROI).
[1] Adriano U,Bottauscio O,Zucca M. Special issue on advances in synthetic aperture radar [J]. IEE Proceedings Radar,Sonar & Navigation,2003,150(3):360-367.
[2] Novak L M,Owirka G J,Netishen C M. Performance of a high-resolution polarimetric SAR automatic target recognition system [J]. The Lincoln Laboratory Journal,1993,6(1): 11-24.
[3] Novak L M,Owirka G J,Brower W S. The automatic target-recognition system in SAIP [J]. The Lincoln Laboratory Journal,1997,10(2): 187-202.
[4] Greenspan M,Tardella N,et al. Development and Evaluation of A Real Time SAR ATR System [C]∥Radar Conference,RADARCON 98. Proceedings of the 1998 IEEE,1998: 38-43.
[5] English R A,et al. Development of an ATR Workbench for SAR Imagery [R]. Technical Report,DRDC,Ottawa,2005.
[6] Oliver C J.http∥www.infosar.co.uk/misc/demo.html,1998.
[7] Druyts P,et al. SAHARA: Semi-Automatic Help for Region Analysis [C]∥Proceedings of the Joint Workshop of ISPRS Working Groups I/1,I/3 and IVA: Sensors and Mapping from Space. Germany Hannover,1997:267-274.
[8] Roller W,et al. Detection and Recognition of Vehicles in High-Resolution SAR Imagery [C]. SPIE,2001,4 380:142-152.
[9] Ross T D,et al. SAR ATR-So What's the problem? -An MSTAR Perspective [C].SPIE,1999,3 721:662-672.
[10] Kuang Gangyao,Ji Kefeng,Yu Wenxian,et al.A survey of researches on SAR ATR [J]. Journal of Image and Graphics,2003,8(10):1 115-1 120.[匡纲要,计科峰,郁文贤,等.基于SAR图像的自动目标识别研究综述[J].中国图象图形学报,2003,8(10):1 115-1 120.]
[11] Zhong Xuelian,Wang Changlin,Zhou Ping,et al. Automatic target detection and discrimination in SAR imagery [J]. Journal of Image and Graphics,2005,10(6):688-697.[钟雪莲,王长林,周平,等. SAR图像中目标的自动检测与辨别[J]. 中国图象图形学报,2005,10(6):688-697.]
[12] Frery A C,Muller H J,Yanasse C C F,et al. A Model for Extremely Heterogeneous Clutter [J]. IEEE Transactions on Geoscience and Remete Sensing,1997,35(3):648-659.
[13] Salazar J S II. Detection Schemes for Synthetic Aperture Radar Imagery Based On a Beta Prime Statistical Model [D]. The University of New Mexico,1999.
[14] Bisceglie M D,Galdi C. CFAR Detection of extended objects in high-resolution SAR images [J]. IEEE Transactions on Geoscience and Remete Sensing,2005,43(4):833-842.
[15] Bhanu B,Lin Yingqiang,et al. Genetic Algorithm based feature selection for target detection in SAR images [J]. Image and Vision Computing,2003,21(7): 591-608.
[16] Lin Y Q,Bhanu B. Evolutionary feature synthesis for object recognition [J]. IEEE Transactions on Systems,Man and Cybernetics-Part C: Applications and Reviews,2005,35(2): 156-171.
[17] Gao G,Gangyao Kuang,Qi Zhang,et al. Fast detecting and locating groups of targets in high-resolution SAR images [J]. Pattern Recognition,2007,40(4):1 378-1 384.
[18] Owirka G J,et al. An Algorithm for Detecting Groups of Targets [C].IEEE International Radar Conference,1995:641-643.
[19] Marni S M,Kuttikkad S,Chellappa R,et al. Context-Aided False Alarm Reduction for SAR Automatic Target Recognition [J]. IEEE,1997,1(26/29): 885-888.
[20] Greig D,Denny Mark,Posa Francesco. Knowledge-Based Methods for Small Object Detection in SAR Images [C].SPIE,2003,4 883:121-130.
/
〈 |
|
〉 |