| 一种基于计算机视觉的织物疵点自动检测方法 |
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| 引用本文： | 蒋蕾,尹业安,常利利.一种基于计算机视觉的织物疵点自动检测方法[J].计算机与现代化,2008(12):153-156. |
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| 作者姓名： | 蒋蕾 尹业安 常利利 |
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| 作者单位： | 武汉科技学院计算机学院,湖北,武汉,430073 |
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| 摘 要： | 提出了一种基于计算机视觉的织物疵点的自动检测与识别方法,使用CCD摄像头对织物进行实时拍摄,对所得图片通过图像处理、小波分析,提取特征参数,有效地检测与识别缺经、缺纬、油污、破洞等常见疵点,其具有检测速度快、识别正确率较高等优点。
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| 关 键 词： | 疵点检测 计算机视觉检测 图像处理 小波分析 |
An Automatic Processing Method to Inspect and Recognize Fabric Defects Based on Computer Vision Inspection |
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| JIANG Lei,YIN Ye-an,CHANG Li-li.An Automatic Processing Method to Inspect and Recognize Fabric Defects Based on Computer Vision Inspection[J].Computer and Modernization,2008(12):153-156. |
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| Authors: | JIANG Lei YIN Ye-an CHANG Li-li |
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| Affiliation: | (College of Computer Science, Wuhan University of Science and Engineering, Wuhan 430073, China) |
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| Abstract: | An automatic processing method to inspect and recognize fabric defects based on computer vision inspection is presented.The method,catching the photo of fabric by using CCD camera,and processing it by image processing and wavelet decomposition,extracting the feature parameters,can efficiently inspect and recognize four common fabric defects-weft-lacking,warp-lacking,oil stains,and holes,and have advantages of high identification correctness and high inspection speed. |
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| Keywords: | defect inspection computer vision inspection image processing wavelet analysis |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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