海平面下小运动目标的检测方法研究
首发时间:2010-05-05
摘要:本文针对于海平面背景下运动的小目标进行了相关研究,在目标的检测过程中,提出了基于形态学滤波与边缘检测相结合的算法。首先对采集的图像进行灰度转换,然后进行Top-Hat变换,再对变换后的图像进行中值滤波,去除变换过程中的噪声,最后用边缘检测sobel算子对目标进行边缘的检测。两者结合起来,能够很好的检测出目标,并且对拖尾现象和噪声有一定的消除。
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Detecting of Small Target Under the Background of Sea level
Abstract:This paper do some research about the small moving target under the background of sea level, in the process of target detection, this thesis proposes morphological filtering and edge detection algorithms. First, convet the collected images to gray images and then do it with Top-Hat transform, To remove noise of the process of transformation, we do on the median filter on the transformed image.finally we detect the target with the edge detection of Sobel operator . It confirmed that the two combined method can detect the target well and also eliminate smearing and noise to some extent. At last,we do some smear treatment.
Keywords: Mathematical Morphology Top-Hat sobel Top-Hat target decting
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No.4261353178812730****
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