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A Review of the Application of Computer Vision to the Inspection and Assessment of Textiles Apparent Properties

机译：计算机视觉在纺织品表观性能检验与评价中的应用综述

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摘要

Due to its advantages of objectiveness, automation, accuracy and fastness in various applications, the technology of computer vision has become one of the studying hotspots in the area of the objective inspection and assessment of textiles apparent properties during the past two decades in the world. Both a brief review of its applications in the recent decade both at home and abroad to the automatic inspection and assessment of the various apparent properties of the textiles, such as yarn, woven fabrics and knitting fabrics, carpet fabrics, nonwoven fabrics and textile webs, etc., and a detailed introduction to the research work including the objective evaluation of fabric wrinkle grade, automatic fabric defects detection and assessment of fabric pilling grade, etc., that was conducted by our research section, i- e., Computer Vision's Textiles Application Research Section, College of Textiles, Dong Hua University, have been provided. Experimental results have proved the feasibilities of the approaches used by us in the applications to the objective inspection and assessment of fabric apparent properties, and also indicated that the technology of computer vision is a power tool for the objective and automatic inspection and assessment of textiles apparent properties, and that it has a bright application future.
机译：由于其在各种应用中的客观性，自动化，准确性和快速性的优势，计算机视觉技术已成为过去二十年来世界范围内对纺织品表观特性进行客观检查和评估的研究热点之一。简要回顾了其在近十年来在国内外的应用，以自动检查和评估纺织品的各种表观特性，例如纱线，机织物和针织物，地毯织物，无纺布和纺织网，等等，并详细介绍了由我们的研究部门（即计算机视觉的纺织品）进行的织物皱纹等级的客观评估，织物缺陷自动检测和织物起球等级的评估等研究工作。提供了东华大学纺织学院应用研究组。实验结果证明了我们在织物外观性能的客观检查和评估中使用的方法的可行性，并且还表明，计算机视觉技术是对纺织品外观进行客观和自动检查和评估的强大工具。属性，并具有光明的应用前景。

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