Research on computer-aided analysis and reverse reconstruction for the weave pattern of fabric

计算机科学 纱线 机织物 人工智能 样品(材料) 网格 节点(物理) 计算机视觉 基质(化学分析) 投影(关系代数) 织物结构 计算机图形学(图像) 模式识别(心理学) 算法 工程类 数学 材料科学 几何学 结构工程 机械工程 复合材料 化学 色谱法 运营管理
作者
Ping Zhong,Terry Tao Ye,Yunlong Shi,Xinxing Tu
出处
期刊:Textile Research Journal [SAGE Publishing]
卷期号:83 (3): 298-310 被引量:14
标识
DOI:10.1177/0040517512460302
摘要

This paper proposes a method to realize computer-aided analysis and reverse reconstruction for the weave pattern of fabric. Firstly, a double-face imaging system is designed to get the redundant image information used to correct node classification, and then the image gridding processing is realized by using the projection algorithm in the warp and weft directions. The grid node color was determined by the color clustering method. Then the attributes and classification of the grid nodes are determined by the analysis of the edge strength information. The correction of node classification is realized with the information of adjacent nodes and the color of the double surface image of the corresponding fabric region. After that, the acquired nodes were encoded with 0 and 1, and then converted into a digital matrix; the basic weave structure matrix of the fabric was derived by matrix transformations. In the meantime, two one-dimensional row and column matrices and a color mapping table are adopted to represent the warp and weft yarn color array. On the basis of the above, the digital files of the woven pattern of sample fabric are established. Finally, the model of the fabric weave pattern can be obtained by the reverse reconstruction method and the automatic recognition of the fabric weave pattern is realized. Through comparison of the original fabric sample image with the reconstructed weave pattern model, it is proved that the proposed method is effective.

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