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国土资源遥感  2012, Vol. 24 Issue (3): 11-15    DOI: 10.6046/gtzyyg.2012.03.03
  技术方法 本期目录 | 过刊浏览 | 高级检索 |
基于形态学重构运算的地面目标识别算法
侯云峰1, 阳丰俊1, 杨效余2, 王玉璞2
1. 中国运载火箭技术研究院, 北京 100076;
2. 北京遥测技术研究所, 北京 100076
The Method for Target Recognition from Natural Scene Images Based on Morphological Reconstruction
HOU Yun-feng1, YANG Feng-jun1, YANG Xiao-yu2, WANG Yu-pu2
1. China Academy of Launch Vehicle Technology, Beijing 100076, China;
2. Beijing Institute of Telemetry, Beijing 100076, China
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摘要 针对在热红外遥感图像上识别背景复杂的地面目标较为困难这一问题,提出了基于形态学重构运算的地面目标识别算法。该算法首先对形态学重构运算的背景抑制原理及其算法的适应性进行了分析,并将该算法应用于对原始图像的背景抑制与处理; 然后,对处理后的图像进行分割,获得感兴趣的目标区域; 最后,通过对感兴趣区域特征的提取与匹配识别目标。实验结果表明,该方法能从复杂自然场景中有效地识别出目标。
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王洁
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关键词 南海海表温度油气藏    
Abstract:In this paper,a method for target recognition from natural scene images based on morphological reconstruction is presented and used to solve the problem of target recognition of the ground scene. Firstly, the definitions of grayscale reconstruction are illustrated and their performance evaluation for background suppression is demonstrated, and an input image is processed using morphological grayscale reconstruction. Then, the processed image is segmented and regions of interest are obtained. Lastly, the target is recognized by features extraction for regions of interest and matching based on model features of the target. The experiment results show that the proposed method can effectively recognize the target from complex natural scene.
Key wordsSouth China Sea    sea surface temperature    oil and gas reserves
收稿日期: 2011-10-17      出版日期: 2012-08-20
:  TP391  
  TP75  
引用本文:   
侯云峰, 阳丰俊, 杨效余, 王玉璞. 基于形态学重构运算的地面目标识别算法[J]. 国土资源遥感, 2012, 24(3): 11-15.
HOU Yun-feng, YANG Feng-jun, YANG Xiao-yu, WANG Yu-pu. The Method for Target Recognition from Natural Scene Images Based on Morphological Reconstruction. REMOTE SENSING FOR LAND & RESOURCES, 2012, 24(3): 11-15.
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[1] Ruch O,Dufour J Y.Real-time Automatic Target Recognition and Identification of Ground Vehicles for Airborne Optronic Systems[C]//Proceedings of the SPIE on Applications of Digital Image Processing XXVIII.2005:590902-1-10.
[2] Lee H C,Olson T L, Sefcik J A.Hierarchical Target Model Analysis of Tactical Thermal Imagery[C]//Proceedings of SPIE on Automatic Target Recognition XII.2002:114-121.
[3] Braga-Neto U,Choudhary M,Goutsias J.Automatic Target Detection and Tracking in Forward-looking Infrared Image Sequences Using Morphological Connected Operators[J].Journal of Electronic Imaging,2004,13(4):802-813.
[4] Vincent L.Morphological Grayscale Reconstruction in Image Analysis:Applications and Efficient Algorithms[J].IEEE Transactions on Image Processing,1993,2(2):176-201.
[5] Soille P.Morphological Image Analysis:Principles and Applications[M].2th ed.New York:Springer-Verlag,2004.
[6] Hilliard C I.Selection of a Clutter Rejection Algorithm for Real-time Target Detection from an Airborne Platform[C]//Proceedings of the SPIE in Signal and Data Processing of Small Targets.2000:74-84.
[7] Abutaleb A S.Automatic Thresholding of Gray-level Pictures Using Two- dimensional Entropy[J].Computer Vision,Graphics,and Image Processing,1989,47(1):22-32.
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