Research on the Scale Density Extraction Technology of Cashmere and Wool

Author:

Liu Yong Cai1,Liu Ya Xia1,Shang Shu Yuan1,Yuan Ye1,Yang Wen Hua1

Affiliation:

1. Beijing Institute of Fashion Technology

Abstract

This paper studied how to identify the cashmere and wool fibers by scale density. The scale density is extracted in frequency domain. The theory of extracting scale density and image preprocessing are given in this paper. The samples are 100 cashmere images and 100 wool images. The recognition rate is above 83% by SVM cross validation. The result reveals that scale density is a valid feature in identifying the cashmere and wool fiber.

Publisher

Trans Tech Publications, Ltd.

Reference5 articles.

1. Yi Haiyan, Research of cashmere feature parameter extraction techniques based on image analysis[D]. Beijing institute of fashion technology, (2009).

2. Jang Gao-ping, Zhong Yue-qi : A recognition method for wool and cashmere fiber based on the character of the spectral line[D]. Dong hua university, (2010).

3. Chih-Chung Chang and Chih-Jen Lin, LIBSVM : A library forsupport vector machines, 2001. Software available at http: /www. csie. ntu. edu. tw/~cjlin/libsvm.

4. Rafael C. Gonzalez, Richard E . Wood, Steven L. Eddins. Digital Image Processing Second Edition.

5. Peng Wei-Liang, Jiang Yao-xing, Yuan Chang –tai. The analysis of shape feature of cashmere and fine wool[J]. shanghai textle science and technology, 2005, pp.33-11.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3