计算机科学 ›› 2015, Vol. 42 ›› Issue (5): 72-77.doi: 10.11896/j.issn.1002-137X.2015.05.015
王家良,程春玲
WANG Jia-liang and CHENG Chun-ling
摘要： 针对现有形态滤波算法结构固定、预设结构元素和偏倚校正系数等不足,提出一种具有多层结构的自适应形态滤波算法,多层结构共分为3层:输入层、中间计算层、偏倚系数校正层。该算法在面对复杂变化的干扰信号时,可以灵活地选择利用不同结构元素计算得到的结果；同时针对形态开运算和形态闭运算所带来的偏倚现象,通过优化设置偏倚校正系数向量来减弱偏倚现象对滤波效果产生的负面影响。仿真结果表明,该算法改善了形态滤波的性能,具有设计简单、实用性强的特点。
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