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Complex background suppression based on fusion of morphological Open filter and nucleus similar pixels bilateral filter

机译:基于形态学开放滤波器和核相似像素双边滤波器融合的复杂背景抑制

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摘要

To reduce the influences of the heavy clutter on infrared small target detection, a new background suppression algorithm is presented in this paper which depends on fusion of two different filters. The Nucleus Similarity Degree (NSD) of each pixel is analyzed first, then morphological Open filter which favors point target enhancement and the Nucleus Similar Pixels Bilateral Filter (NSPBF) which favors background prediction are fused. The complex background suppression and target enhancement can be accomplished more effectively by the fusion. Experimental results indicates that the method is efficient for background suppression under the condition of heavy clutter.
机译:为了减少沉重的杂波对红外小目标检测的影响,提出了一种新的背景抑制算法,该算法依赖于两个不同滤波器的融合。首先分析每个像素的核相似度(NSD),然后融合有利于点目标增强的形态学开放滤波器和有利于背景预测的核相似像素双边滤波器(NSPBF)。通过融合可以更有效地完成复杂的背景抑制和目标增强。实验结果表明,该方法在杂波严重的情况下对背景抑制是有效的。

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