MIISSILES AND GUIDANCE TECHNOLOGY

A Tracking Method of Dim Small Target Based on Motion Information

  • XIA Yu ,
  • WU Xiaojun
Expand
  • 1 School of Information Engineering, Jiangnan University, Jiangsu Wuxi 214122, China
    2 Changshu College, Jiangsu Radio and TV University, Jiangsu Changshu 215500, China

Received date: 2009-09-08

  Online published: 2025-05-28

Abstract

The effective tracking for dim target in low SNR image sequences has become a hot research field in recent years. The characteristics of background, target and motion were deeply analyzed in this paper. A novel method was proposed to filter the background based on the continuity of the movement of small targets in image sequences. The SNR was enhanced considerably after filtering. The true dim target can be accurately tracked by using the feature of moving targets and motion information. The proposed algorithm astringes rapidly, and has a high accuracy. The experimental results show that the algorithm could detect and track small moving targets with efficiency.

Cite this article

XIA Yu , WU Xiaojun . A Tracking Method of Dim Small Target Based on Motion Information[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2010 , 30(4) : 5 -7,14 . DOI: 10.15892/j.cnki.djzdxb.2010.04.062

References

[1]
许彬, 郑链, 王永学,等. 红外序列图像小目标检测与跟踪技术综述[J]. 红外与激光工程, 2004, 33 (5): 482- 487.
[2]
Haritaoglu I, Harwood D, Davis L. Realtime surveillance of people and their activities[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000, 22 (8): 809- 830.
[3]
曾智洪. 高速公路中的行车道检测和车辆跟踪[J]. 自动化学报, 2003, 29 (3): 450- 456.
[4]
Wang LX. Stable adaptive fuzzy control of nonlinear system[J]. IEEE Transactionson Fuzzy Systems, 1993, 1 (2): 146- 155.
[5]
Wang CH, Liu H L, Lin T C. Direct adaptive fuzzy neural control with state qbserver and supervisory con- troller for unknown nonlinear dynamical system[J]. IEEE Transactions on Fuzzy Systems, 2002, 10 (1): 39- 49.
[6]
佟绍成. 基于观测器非线性不确定系统的自适应模糊控制[J]. 控制与决策, 2002, 17 (4): 391- 396.
[7]
黎自强, 腾弘飞. 广义 Hough变换:多圆的快速随机检测[J]. 计算机辅助设计与图形学学报, 2006, 18 (1): 27- 33.
Outlines

/