差分法在红外图像暗点目标检测中的应用

Wei-ping Yang, Zhen-Kang Shen, Zhi-yong Li
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引用次数: 6

摘要

本文研究了红外图像中弱小目标的检测问题。弱小目标检测一直是信息处理中的一个难点。研究人员提出了许多有效的方法;本文介绍了一种新的方法。差分法在一维信号处理中取得了较好的效果,本文将差分法应用到二维信号处理中,即低信噪比红外图像中弱小目标的检测。图像背景为彩色噪声,其列相关性强。因此,普通方法可能会因为较强的颜色噪声而丢失真实目标,而差分方法克服了这一缺点,它可以消除相关噪声,增强有用信息,最终从噪声背景中挑选出可能的目标。本文对该方法进行了较为广泛的论述。为了提高检测效果,我们采用了预滤波器。预滤波器由alpha滤波器实现。由于同一目标在三帧以上具有相同的位置,使用alpha滤波器可以利用相邻帧的信息,提高原始数据的信噪比,降低图像的噪声
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The application of difference method to dim point target detection in infrared images
This paper deals with the detection of dim point targets in infrared images. Dim point targets detection is always a difficulty in information processing. Researchers have proposed many effective methods; this paper introduces a new method. Whereas difference method has obtained good result in one dimensional signal processing, this paper manages to apply it to two dimensional signal processing, that is to say, dim point targets detection in infrared images of low SNR. The image background is color noise, and its column correlation is strong. So, ordinary methods probably lose the true targets because of the strong color noise, but unlike them, difference method can overcome this shortcoming, it can eliminate correlation noise and enhance useful information, finally pick out the probable targets from noise background. In the paper, the method was given a more extensive account. In order to improve the detection effect, we utilize prefilter. The prefilter is realized by the alpha filter. Because the same targets have same location in more than three frames, using alpha filter can utilize the information of adjacent frames, increase the SNR of the raw data and reduce the noise of the images.<>
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