光子学报, 2010, 39 (6): 1129, 网络出版: 2010-08-31   

自适应双边滤波红外弱小目标检测方法

Dim Infrared Targets Detection Based on Adaptive Bilateral Filtering
作者单位
西安电子科技大学技术物理学院,西安 710071
摘要
针对红外弱小目标检测,提出一种基于自适应双边滤波的背景预测算法.该算法利用空域低通滤波和图像灰度信息的非线性组合,自适应的对背景进行预测,达到提高弱小目标检测性能的目的.仿真和实验表明:与小波滤波的检测算法相比,该算法能够更加有效地从结构化背景中检测目标抑制背景.
Abstract
A adaptive bilateral filtering method is presented for background prediction in small targets detection of infrared images.To improve the performance of small targets detection,the true image background is estimated adaptively via nonlinear combination based on low-pass domain filter and the gray level information of images.Simulations and experiments show that the algorithm is more efficient to detect the small target from complicated background compared with the method based on wavelet filtering.
参考文献

[1] 胡晓东,彭鑫,姚岚.小波域高斯混合模型与中值滤波的混合图像去噪研究[J].光子学报.2007,36(12):2382-2385.

    HU Xiao-dong,PENG Xin,YAO Lan.Study of Wavelet Domain Gaussian Mixture Model with Median Filtering Mixed Image Denoising[J].Acta Photonica Sinica,2007,36(12):2382-2385.

[2] BAMETT J.Statistical analysis of Median subtraction filtering with application to point target detection in infrared backgrounds[C].SPIE,1989,1050:10-18.

[3] CHEN J Y,REED I S.A detection algorithm for optical target in clutter[J].IEEE Trans on Aerospace and Electronic Systems.1987,23(1):46-59.

[4] 刘盛鹏,方勇.基于数学形态学的Contourlet变换域图像降噪方法[J].光子学报.2008,37(1):197-200.

    LIU Sheng-peng,FANG Yong.A Contourlet Domain Image Denoising Method Based on Mathematical Morphology[J].Acta Photonica Sinica,2008,37(1):197-200.

[5] 顾静良,张卫,万敏.基于灰度形态学和领域熵值的弱小目标检测[J].强激光与粒子束.2004,16(12):1527-1530.

    GU Jing-liang,ZHANG Wei,WAN Ming.Faint Targets Detection Based on Gray Morphological Filtering and Neighborhood Entropy Method[J].High Power Laser and Particle Beams.2004,16(12):1527-1530.

[6] TOMASI C,MANDUCHI R.Bilateral Filtering for Gray and Color Images [C].Proc Sixth Int′l Conf Computer Vision,1998,839-846.

李凡, 刘上乾, 秦翰林. 自适应双边滤波红外弱小目标检测方法[J]. 光子学报, 2010, 39(6): 1129. LI Fan, LIU Shang-qian, QIN Han-lin. Dim Infrared Targets Detection Based on Adaptive Bilateral Filtering[J]. ACTA PHOTONICA SINICA, 2010, 39(6): 1129.

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