基于小波变换的钢韧窝定量分析方法研究

Xin-cheng Li, Fei Ding, Weixing Zhu, Xiaotian Feng
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引用次数: 4

摘要

为了探讨钢的韧窝尺寸与力学性能之间的关系,有必要对钢的韧窝尺寸进行准确的测量和分类。提出了一种基于小波变换和数学形态学相结合的改进的酒窝图像定量分析方法。采用基于b样条小波变换与数学形态学相结合的边缘检测、水生长分割和测量等方法对酒窝进行测量和分析。应用结果表明,该方法能较好地解决凹痕边缘模糊、凹痕边缘缺失、凹痕孔洞等缺陷,定量分析准确、有效、方便。
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Research on quantitative analysis method of steel dimples based on wavelet transform
In order to explore the relation between steel's dimple size and mechanical properties,it is necessary to measure and classify the dimple size accurately. An improved dimple image quantitative analysis method based on combination of wavelet transform and mathematics morphology was proposed in this paper. It measured and analyzed the dimples by means of edge detection based on combination of B-spline wavelet transform and mathematics morphology, water-growing segmentation and measurement method etc. Application results showed that it had a good processing effect to solve the defects such as dimple edge fuzzy, dimple edge deletion and dimple holes etc, and its quantitative analysis was accurate, effective and convenient.
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