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基于Wold纹理模型和分形理论的织物疵点检测 被引量:12

Fabric Defects Detection with Wold - based Texture Model and Fractal Theory
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摘要 应用基于Wold纹理模型,从织物纹理中提取非确定性随机结构.通过正常纹理和疵点纹理中随机结构的表面维分形特征曲线比较,以距离为判别标准定位疵点.几种典型织物疵点的分析表明,基于Wold纹理模型和分形理论的分析方法能准确地检测出织物表面的多种疵点. Wold - based texture model is applied to extract the indeterministic field in the fabric texture, then characteristic curve of area fractal dimension is calculated. By comparison of the characteristic curve between normal fabric texture and defects fabric texture, the defects can be detected with the characteristic curve distance. After analysing several typical samples, it can be concluded that many fabric defects can be detected with the method combining the Wold - based texture model and fractal theory.
出处 《中国纺织大学学报》 CSCD 2000年第1期6-9,共4页 Journal of China Textile University
关键词 织物 疵点 检测 Wold纹理模型 分形 fabric, defect detection, Wold - based texture model, fractal
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参考文献2

  • 1Cohen F,IEEE Trans Pattern Anal Machine Intell,1991年,13卷,8期,803页
  • 2Keller J M,Graphics and Image Processing,1989年,45期,150页

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