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| 应用图像分析技术自动识别织物的组织结构 | |
| 引用本文： | 辛斌杰,余序芬,吴兆平.应用图像分析技术自动识别织物的组织结构[J].东华大学学报(自然科学版),2011,37(1). |
| 作者姓名： | 辛斌杰 余序芬 吴兆平 |
| 作者单位： | 1. 上海工程技术大学,服装学院,上海,201620;东华大学,纺织学院,上海,201620 2. 东华大学,纺织学院,上海,201620 3. 上海工程技术大学,服装学院,上海,201620 |
| 基金项目： | 上海市浦江人才计划资助项目 |
| 摘 要： | 通过对机织物图像的表面形态分析,建立3种基本组织(平纹、斜纹和缎纹)的表面纹理模型,运用傅里叶变换技术得到3种基本组织的频谱模型,并建立表面纹理模型和频谱图模型之间的对应关系,从而为运用图像分析和人工智能技术自动测量织物的结构参数、识别机织物类型奠定理论基础.实验结果证明,这种方法是准确可靠的. |
| 关 键 词： | 织物组织结构 傅里叶变换技术 纹理分析 图像处理技术 |
Automatic Identifying the Woven Fabric Pattern by Image Analysis Technique |
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| XIN Bin-jie,YU Xu-fen,WU Zhao-ping.Automatic Identifying the Woven Fabric Pattern by Image Analysis Technique[J].Journal of Donghua University,2011,37(1). | |
| Authors: | XIN Bin-jie YU Xu-fen WU Zhao-ping |
| Institution: | XIN Bin-jie1,2,YU Xu-fen2,WU Zhao-ping1(1.College of Fashion,Shanghai University of Engineering Science,Shanghai 201620,China,2.College of Textiles,Donghua University,China) |
| Abstract: | The surface model of woven fabric image is studied by using the geometrical analysis method.Fourier transform technique is used to establish the spectrum model of three basic weave patterns.Thus the relationship between the spectrum model of woven fabric and its spatial surface texture model can be determined to identify the fabric weave pattern using image analysis and artificial intelligence techniques.Experimental results show this method is reliable and accurate. |
| Keywords: | fabric woven structure Fourier transform technique texture analysis image processing technique |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |