基于禁忌搜索的柔性形态滤波器优化算法
首发时间:2006-12-14
摘要:柔性形态滤波是一种重要的非线性滤波方法,在数字图像处理领域应用广泛。柔性形态滤波器可分解为形态滤波运算和结构系统选择这两个基本问题,形态滤波运算规则由定义本身决定,于是柔性形态滤波的性能就仅仅取决于结构系统的选择。本文用禁忌搜索(TS)算法对柔性形态滤波结构系统进行优化,使结构系统自适应地反映图像的形态结构特征,自动调整结构系统中硬核、边界和重复度的组成,从而实现对复杂噪声图像的良好滤波性能。实验仿真结果显示,优化后的柔性形态滤波器性能得到较大改善。
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Optimizing Algorithm of Soft Morphological Filter Based on Tabu Search
Abstract:Soft morphological filtering is an important nonlinear filtering method, especially in the field of digital image processing is widely applied. The operation of soft morphological filter can be divided into two basic problems that include morphological operation and structuring system (SS) selection. The rules for morphological operations are predefined so the filter
Keywords: image processing, soft morphological filter, tabu search algorithm, optimization
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