| 基于形态滤波和梯度模糊GHMT的组合边缘检测 |
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| 引用本文： | 胡学龙,程茜,杨莉. 基于形态滤波和梯度模糊GHMT的组合边缘检测[J]. 电子测量与仪器学报, 2008, 22(3) |
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| 作者姓名： | 胡学龙 程茜 杨莉 |
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| 作者单位： | 1. 扬州大学信息工程学院,扬州,225009;苏州大学江苏省计算机信息处理技术重点实验室,苏州,215006
2. 扬州大学信息工程学院,扬州,225009 |
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| 摘 要： | 提出一种基于形态滤波和梯度模糊GHMT(灰度击中击不中变换)的组合边缘检测方法.先利用广义多结构元形态滤波器对图像进行平滑去噪,然后再引入一种梯度模糊GHMT算子提取边缘,该算子将模糊逻辑融入梯度GHMT边缘检测算子,为梯度GHMT在处理图像边缘不确定信息时提供了一种强有力的工具.实验结果表明,本文提出的组合边缘检测方法能够在较高噪声条件下,得到较为理想的图像边缘.
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| 关 键 词： | 形态滤波 广义形态滤波 梯度模糊GHMT 边缘检测 |
Combined Edge Detection Method Based on Morphology Filtering and Gradient Fuzzy GHMT |
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| Hu Xuelong,Cheng Qian,Yang Li. Combined Edge Detection Method Based on Morphology Filtering and Gradient Fuzzy GHMT[J]. Journal of Electronic Measurement and Instrument, 2008, 22(3) |
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| Authors: | Hu Xuelong Cheng Qian Yang Li |
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| Affiliation: | Hu Xuelong1,2 Cheng Qian1 Yang Li1(1.School of Information Engineering,Yangzhou University,Yangzhou,225009 China,2.Jiangsu Province Key Lab for Computer Information Processing Technology,Suzhou University,Suzhou,215006 China) |
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| Abstract: | A combined edge detection method based on morphology filtering and gradient fuzzy GHMT(Gray Hit/Miss Transform) is proposed.First of all,generalized morphological filters with multiple structuring elements are adopted to smooth out the noises in images,then gradient fuzzy GHMT is introduced to detect edges,which applies fuzzy logic to gradient GHMT edge detector,and provides a powerful tool for processing the uncertain information of the image edges.Experimental results show that better performances can be ... |
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| Keywords: | morphology filtering generalized morphological filtering gradient fuzzy GHMT edge detection. |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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