Enhancement of single pixel targets using two-dimensional digital filters

M. Shiva, D. DeYoung
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Abstract

It is pointed out that, in order to aid an image seeker's ability to acquire and track small objects that subtend one pixel or less, some method of image enhancement which will isolate single-pixel targets from the background by means of increasing the signal-to-noise ratio must be used. Using the two-dimensional discrete Fourier transform and windowing techniques, two-dimensional digital filters were designed and evaluated against sample scenes for their ability to enhance single-pixel targets. The performance was compared to the performance of other available techniques. The designed filter was found to achieve nearly the same degree of enhancement as the Laplacian filter with the major advantage of preserving the background structure.<>
利用二维数字滤波器增强单像素目标
指出为了提高图像导引头获取和跟踪1像素以下小目标的能力,必须采用提高信噪比的方法将单像素目标从背景中隔离出来。利用二维离散傅里叶变换和窗口技术,设计了二维数字滤波器,并对样本场景进行了评估,以增强单像素目标的能力。将性能与其他可用技术的性能进行比较。所设计的滤波器与拉普拉斯滤波器的增强程度几乎相同,其主要优点是保留了背景结构
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