空间移动小目标的检测算法

doi:10.3969/j.issn.1674-1579.2014.02.009

Abstract

Abstract: Detection of space small moving targets in time sequence of space images is a key technique for space-based surveillance, tracking and catalog. To process the mass of multidimensional data from an optical telescope in a timely and computationally efficient fashion, an algorithm is introduced for targets detection and trace acquisition based on neighborhood binary and advanced PHT (probability hough transformation) method. Compared with MTI (moving target indicator) algorithm, the number of positive false and candidate tracks is reduced obviously. Simulation results show that the algorithm is useful for optically detecting moving targets which move in a straight path quickly across many frames of data.

Key words: small moving target, detection, probability hough transformation, trace acquisition

CLC Number:

WANG Miao-Miao, MAO Xiao-Yan, WEI Chun-Ling. Detection Algorithm of Space Small Moving Targets[J]., 2014, 40(2): 47-52.

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URL: http://journal01.magtech.org.cn/Jwk3_kjkzjs/EN/10.3969/j.issn.1674-1579.2014.02.009

http://journal01.magtech.org.cn/Jwk3_kjkzjs/EN/Y2014/V40/I2/47

References

［1］周一宇, 李骏, 安玮. 天基光学空间目标监视信息处理技术分析［J］. 光电工程, 2008, 35(4): 43-48. ZHOU Y Y, LI J, AN W. Information processing technology in optical space-based space surveillance［J］. Opto-Electronic Engineering, 2008, 35(4):43-48. ［2］REED I S, GAGLIARDI R M, SHAO H M. Application of three-dimensional filtering to moving target detection［J］. IEEE Transactions on Aerospace and Electronic Systems, 1983, 19(6):898-905. ［3］BARNIV Y. Dynamic programming solution for detecting dim moving targets［J］.IEEE Transactions on Aerospace and Electronic Systems, 1985, 21(1): 144-156. ［4］CHU P L. Optimal projection for multidimensional signal detection［J］.IEEE Transactions on Acoustics, Speech and Signal Process,1988,36(5):775-786. ［5］STOKES G H, VON BRAUN C, SRIDHARAN R, et al. The space-based visible program［J］.Lincoln Laboratory Journal, 1999, 11(2):205-229. ［6］赵树杰.信号检测与估计理论［M］.北京:清华大学出版社,2005: 65-146. ［7］章毓晋.图像工程［M］.北京:清华大学出版社,2013: 184-186. ［8］MATAS J, GALAMBOS C, KITTLER J. Robust detection of lines using the progressive probabilistic hough transform ［J］. Computer Vision and Image Understanding,2000,78(1):119-137. ［9］丛明煜,何文家,逯力红,等.复杂背景成像条件下运动点目标的轨迹提取［J］.光学精密工程, 2012,20(7): 1619-1625. CONG M Y, HE W J, NU L H, et al. Trace extraction of moving point targets in complex background images ［J］.Optics and Precision Engineering,2012,20(7):1619-1625. ［10］奚晓梁,周晓东,张健.天基监视空间目标轨迹提取算法［J］.电子设计工程,2011,19(19):154-158. XI X L, ZHOU X D, ZHANG J. Image processing algorithm for detection in space-based surveillance ［J］.Electronic Design Engineering, 2011,19(19):154-158.

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Detection Algorithm of Space Small Moving Targets

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