基于光谱泛相似测度的色纺纱线与织物间呈色规律

doi:10.13475/j.fzxb.20180905208

纺织学报 ›› 2019, Vol. 40 ›› Issue (02): 30-37.doi: 10.13475/j.fzxb.20180905208

基于光谱泛相似测度的色纺纱线与织物间呈色规律

袁理¹^,²(), 王丹书¹, 谷迁¹, 屠劭杰¹, 熊莹¹, 袁浩然¹, 刘军平³, 鄢煜尘⁴

1.武汉纺织大学电子与电气工程学院, 湖北武汉 430200
2.武汉纺织大学湖北省纺织新材料与先进加工技术省部共建国家重点实验室培育基地, 湖北武汉 430200
3.武汉纺织大学数学与计算机学院, 湖北武汉 430200
4.武汉大学电子信息学院, 湖北武汉 430072

收稿日期:2018-09-21 修回日期:2018-11-04 出版日期:2019-02-15 发布日期:2019-02-01
作者简介:袁理(1982—),男,副教授,博士。主要研究方向为图像处理与模式识别。E-mail: yuanli@wtu.edu.cn。
基金资助:
湖北省自然科学基金项目(2014CFB754);湖北省教育厅科学技术研究计划青年人才项目(Q20141607);中国纺织工业联合会科技项目(2014072)

Coloration rules between colored spun yarns and its fabrics based on spectral pan-similarity measure

YUAN Li¹^,²(), WANG Danshu¹, GU Qian¹, TU Shaojie¹, XIONG Ying¹, YUAN Haoran¹, LIU Junping³, YAN Yuchen⁴

1. School of Electronic and Electrical Engineering, Wuhan Textile University, Wuhan, Hubei 430200, China
2. State Key Laboratory for Hubei New Textile Materials and Advanced Processing Technology, Wuhan Textile University, Wuhan, Hubei 430200, China
3. School of Mathematics and Computer, Wuhan Textile University, Wuhan, Hubei 430200, China
4. Electronic Information School, Wuhan University, Wuhan, Hubei 430072, China

Received:2018-09-21 Revised:2018-11-04 Online:2019-02-15 Published:2019-02-01

摘要/Abstract

摘要：

针对色纺织物呈色机制的复杂性与特殊性,建立了基于离散Fréchet距离与皮尔森相关系数的光谱泛相似测度模型;结合特征间的类内距离与类间距离, 构建了光谱反射率曲线特征差异性判别准则,并应用于色纺纱线与其织物间的颜色传递与影响因素分析。结果表明:相较于传统色差分析模型,建立的光谱泛相似测度模型与差异性判别准则具有稳定且有效的颜色表征与判别能力;同时,染色纤维的混配比、性状特性、种类以及捻系数差异均会对其纱线和织物的呈色产生显著影响;当染色纤维混配比差异小于2.0%以及纱线捻系数差异小于10时,纱线与织物间存在颜色变化,但相对于纤维性状与种类差异而言,织造过程引入的影响有限,属于弱干扰因素。

关键词: 色纺纱线, 色纺织物, 光谱冷相似测度模型, 相似性准则

Abstract:

Aiming at the diversity and complexity of colored spun fabric, a spectral similarity measure model based on the discrete Fréchet distance and the Pearson correlation coefficient was established. Meanwhile, the discriminant criterion of spectral reflectance curve characteristics in view of intra class distance and inter class distance were established, and applied in analysis on the color transfer and influence factors between colored yarn and its fabric. The results show that compared with the conventional color difference analysis model, the spectral similarity measure model and the difference criterion are stable and effective in color characterization and discriminant capability. The difference of mixing ratio, property, type and twisting coefficients of dyed fiber cause significant difference in color of colored spun yarns and fabrics. When the difference of the mixing ratio of dyed fibers is lower than 2% and the difference of yarn twist coefficient is lower than 10, the color change happens between yarn and fabric, but the influence of the weaving process is limited and is a weak interference factor relative to the difference of fiber property and types.

Key words: colored spun yarns, colored spun fabric, spectral similarity measure model similarity criterion

中图分类号:

TS101.9

袁理, 王丹书, 谷迁, 屠劭杰, 熊莹, 袁浩然, 刘军平, 鄢煜尘. 基于光谱泛相似测度的色纺纱线与织物间呈色规律[J]. 纺织学报, 2019, 40(02): 30-37.

YUAN Li, WANG Danshu, GU Qian, TU Shaojie, XIONG Ying, YUAN Haoran, LIU Junping, YAN Yuchen. Coloration rules between colored spun yarns and its fabrics based on spectral pan-similarity measure[J]. Journal of Textile Research, 2019, 40(02): 30-37.

图/表 10

图1

表1

表2

表3

表4

图2

表5

表6

图3

图4

参考文献 15

[1]	袁理, 代乔民, 付顺林, 等. 结合全局与局部多样性特征的色纺纱色度学指标测试与评价[J]. 纺织学报, 2018,39(2):157-164.
	YUAN Li, DAI Qiaomin, FU Shunlin, et al. Global and local diversity features-fused colorimetry index testing and evaluation of colored spun yarns[J]. Journal of Textile Research, 2018,39(2):157-164.
[2]	严旭新, 黄玉强, 于文菡, 等. 新型色纺精细混棉工艺流程研究[J]. 棉纺织技术, 2015,43(6):49-52.
	YAN Xuxin, HUANG Yuqiang, YU Wenhan, et al. New fine blending process procedure study of colored spinning[J]. Cotton Textile Technology, 2015,43(6):49-52.
[3]	刘东升, 万震, 吴爱儿. 混和方式对色纺纱质量和织物风格的影响[J]. 棉纺织技术, 2017,45(3):41-43.
	LIU Dongsheng, WAN Zhen, WU Aier. Influence of blending method on colored spun yarn quality and fabric style[J]. Cotton Textile Technology, 2017,45(3):41-43.
[4]	陈美玉, 施楣梧, 孙润军. 加捻程度对着色涤纶纱线颜色变化规律的影响[J]. 西安工程科技学院学报, 2004,18(2):105-108.
	CHEN Meiyu, SHI Meiwu, SUN Runjun. The influences on the colour of spun-dyed PET yarns by twist of yarns[J]. Journal of Xi'an University of Engineering Science and Technology, 2004,18(2):105-108.
[5]	杨文芳, 路硕, 李昌垒, 等. 捻度对有色粘胶纱颜色的影响[J]. 棉纺织技术, 2016,44(1):22-24.
	YANG Wenfang, LU Shuo, LI Changlei, et al. Influence of twist on the color of colored viscose yarn[J]. Cotton Textile Technology, 2016,44(1):22-24.
[6]	任静. 织物表面纹理与主观颜色的关系[D]. 杭州:浙江理工大学, 2014: 39-52.
	REN Jing. The relation between surface textures of fabrics and subjective colors [D].Hangzhou: Zhejiang Sci-Tech University, 2014: 39-52.
[7]	陈子晗. 织物结构设计与织物色彩关系的研究与应用[D]. 上海:东华大学, 2015: 23-35.
	CHEN Zihan. Research and application of the relationship between fabric structure and fabric color[D]. Shanghai: Donghua University, 2015: 23-50.
[8]	李昌垒, 马君志, 秦翠梅, 等. 有色黏胶纤维、纱线、织物问颜色规律研究[J]. 针织工业, 2016(11):47-51.
	LI Changlei, MA Junzhi, QIN Cuimei, et al. Study of color rules between colored viscose fiber and its yarns and fabrics[J]. Knitting Industries, 2016(11):47-51.
[9]	赵玉. 基于原色纤维混配色织物的呈色规律研究[D]. 上海:东华大学, 2015: 31-50.
	ZHAO Yu. Study on fabric coloring law based on primary-color fibers blending[J]. Shanghai: Donghua University, 2015: 31-50.
[10]	ESTEVÃO Esmi, FRANCIELLE Santo Pedroa, LAÉCIO Carvalho De Barros, et al. Fréchet derivative for linearly correlated fuzzy function[J]. Information Sciences, 2018,435:150-160.
[11]	高孝杰, 简季, 戴晓爱, 等. 基于Fréchet距离的光谱曲线匹配应用分析[J]. 武汉大学学报(信息科学版), 2016,41(3):408-414.
	GAO Xiaojie, JIAN Ji, DAI Xiaoai, et al. Spectral curve matching application analysis based on fréchet distance[J]. Geomatics and Information Science of Wuhan University, 2016,41(3):408-414.
[12]	焦洪赞, 王少宇, 彭正洪. 基于条件随机场的光谱相似性匹配高光谱遥感影像聚类方法[J]. 武汉大学学报(工学版), 2016,49(6):937-943.
	JIAO Hongzan, WANG Shaoyu, PENG Zhenghong. A spectral similarity matching classifier based on conditional random field for hyperspectral remote sensing imagery[J]. Engineering Journal of Wuhan University, 2016,49(6):937-943.
[13]	孔祥兵, 舒宁, 陶建斌, 等. 一种基于多特征融合的新型光谱相似性测度[J]. 光谱学与光谱分析, 2011,31(8):2166-2170.
	KONG Xiangbing, SHU Ning, TAO Jianbin, et al. A new spectral similarity measure based on multiple features integration[J]. Spectroscopy and Spectral Analysis, 2011,31(8):2166-2170.
[14]	LI Q Z, ZHU C Y. Comparison of color measuring methods for yarn dyed woven fabrics[J]. Advanced Materials Research, 2012,441:651-655.
[15]	李启正, 金肖克, 张声诚, 等. 数码测色法在织物颜色评价中的应用[J]. 印染, 2014(17):17-22.
	LI Qizheng, JIN Xiaoke, ZHANG Shengcheng, et al. Application of digital color measuring methods to color evaluation of textiles[J]. China Dyeing and Finishing, 2014(17):17-22.

Metrics

Viewed

Full text

Abstract

Cited

Shared

Discussed

样品编号	组分中各色纤维质量分数	说明
17001^#	白色95.05%;大红3.93%;金黄1.02%	无
17002^#	白色94.60%;大红3.90%;金黄1.48%	无
17004^#	白色93.60%;大红3.90%;金黄2.50%	无
17005^#	白色93.10%;大红3.90%;金黄3.00%	无
17006^#	白色94.96%;大红3.06%;金黄1.98%	无
17009^#	白色93.38%;大红4.60%;金黄2.02%	无
17010^#	白色92.90%;大红5.10%;金黄2.00%	无
17011^#	白色93.90%;大红4.60%;金黄1.50%	无
17012^#	白色94.00%;大红3.53%;金黄2.47%	大红:38 mm
17015^#	白色94.00%;大红3.53%;金黄2.47%	大红51 mm
17016^#	白色94.10%;大红3.90%;金黄2.00%	细绒棉
17017^#	白色94.10%;大红3.90%;金黄2.00%	长绒棉
17019^#	白色90.00%;黑色4.00%;蓝色6.00%	无
17020^#	白色88.00%;黑色4.00%;蓝色8.00%	黑色:38 mm
17021^#	白色90.00%;黑色2.00%;蓝色8.00%	无
17022^#	白色89.00%;黑色3.00%;蓝色8.00%	无
17023^#	白色88.10%;黑色4.00%;蓝色7.90%	无
17024^#	白色91.00%;黑色3.00%;蓝色6.00%	黑色:38 mm
17025^#	白色92.00%;黑色2.00%;蓝色6.00%	黑色:38 mm
17026^#	白色88.00%;黑色4.00%;蓝色8.00%	黑色:51 mm
17027^#	白色91.00%;黑色3.00%;蓝色6.00%	黑色:51 mm
17028^#	白色92.00%;黑色2.00%;蓝色6.00%	黑色:51 mm
17029^#	白色94.30%;大红3.80%;金黄1.90%	捻系数60
17030^#	白色94.00%;大红4.00%;金黄2.00%	捻系数65
17031^#	白色94.00%;大红4.00%;金黄2.00%	捻系数75
17032^#	白色94.30%;大红3.80%;金黄1.90%	捻系数80

样品编号	B_D(Y)	W_D(Y)	B_D(F)	W_D(F)	质量差/%
17001^#	4.53×10⁵	2.04×10⁶	5.6×10⁶	2.01×10⁶	0.94
17002^#	4.53×10⁵	4.94×10⁸	5.6×10⁶	7.18×10⁸	0.94
17009^#	1.38×10⁴	1.6×10⁷	4.73×10⁶	1.60×10⁷	1.04
17011^#	1.38×10⁴	3.49×10⁸	4.73×10⁶	3.41×10⁸	1.04
17005^#	1.34×10⁴	1.65×10⁶	1.32×10⁵	5.25×10⁸	1.80
17012^#	1.34×10⁴	1.49×10⁷	1.32×10⁵	3.19×10⁸	1.80
17004^#	2.40×10⁴	3.72×10⁷	3.38×10⁴	2.50×10⁸	2.0
17011^#	2.40×10⁴	3.49×10⁸	3.38×10⁴	3.41×10⁸	2.0
17002^#	5.90×10⁴	4.94×10⁸	5.60×10⁴	7.18×10⁸	3.02
17005^#	5.90×10⁴	1.65×10⁶	5.60×10⁴	5.25×10⁸	3.02
17006^#	2.29×10²	2.42×10⁶	1.16×10²	1.42×10⁸	4.12
17010^#	2.29×10²	1.29×10⁷	1.16×10²	5.85×10⁹	4.12
17020^#	8.82×10⁶	1.59×10⁵	4.55×10⁷	8.85×10⁵	0.2
17023^#	8.82×10⁶	3.96×10⁶	4.55×10⁷	7.21×10⁷	0.2
17020^#	3.62×10³	1.59×10⁵	7.95×10³	8.85×10⁵	2.0
17022^#	3.62×10³	1.36×10⁶	7.95×10³	3.25×10⁸	2.0
17021^#	2.53×10²	2.67×10⁵	2.51×10²	3.08×10⁷	3.0
17023^#	2.53×10²	3.96×10⁶	2.51×10²	7.21×10⁷	3.0
17019^#	2.68×10²	1.45×10⁶	3.85×10²	3.39×10⁵	4.0
17021^#	2.68×10²	2.67×10⁵	3.85×10²	3.08×10⁷	4.0
17023^#	1.43×10¹	3.96×10⁶	2.87×10¹	7.21×10⁷	7.8
17025^#	1.43×10¹	1.51×10⁵	2.87×10¹	7.72×10⁶	7.8

样品编号	B_D(Y)	W_D(Y)	B_D(F)	W_D(F)	说明
17012^#	1.68×10⁴	1.49×10⁷	3.59×10⁴	3.19×10⁸	大红 38 mm 51 mm
17015^#	1.68×10⁴	3.86×10⁸	3.59×10⁴	5.27×10⁷	大红 38 mm 51 mm
17020^#	1.84×10³	1.59×10⁵	1.44×10⁴	8.85×10⁵	黑色 38 mm 51 mm
17026^#	1.84×10³	5.49×10⁷	1.44×10⁴	1.61×10⁷	黑色 38 mm 51 mm
17025^#	1.71×10⁴	1.51×10⁵	1.50×10³	7.72×10⁶	黑色 38 mm 51 mm
17028^#	1.71×10⁴	3.97×10⁶	1.50×10³	4.53×10⁴	黑色 38 mm 51 mm
17024^#	1.12×10⁴	2.25×10⁵	2.29×10⁴	4.46×10⁶	黑色 38 mm 51 mm
17027^#	1.12×10⁴	8.54×10⁴	2.29×10⁴	4.74×10⁶	黑色 38 mm 51 mm

样品编号	B_D(Y)	W_D(Y)	B_D(F)	W_D(F)	说明
17016^#	1.96×10²	3.24×10⁸	4.61×10²	6.04×10⁸	细绒长绒
17017^#	1.96×10²	1.06×10⁶	4.61×10²	6.23×10⁹	细绒长绒

样品编号	B_D(Y)	W_D(Y)	B_D(F)	W_D(F)	捻系数
17029^#	1.99×10^-7	4.40×10^-6	2.14×10^-4	4.02×10^-7	60 80
17032^#	1.99×10^-7	6.14×10^-8	2.14×10^-4	2.58×10^-7	60 80
17030^#	8.48×10^-6	8.10×10^-9	9.23×10^-5	7.36×10^-8	65 75
17031^#	8.48×10^-6	1.02×10^-7	9.23×10^-5	2.43×10^-9	65 75

基于光谱泛相似测度的色纺纱线与织物间呈色规律

Coloration rules between colored spun yarns and its fabrics based on spectral pan-similarity measure

RichHTML

PDF (PC)

摘要/Abstract

引用本文

使用本文

图/表 10

参考文献 15

相关文章 3

Metrics

本文评价

推荐阅读 0

样品编号	B_CMC(Y)	W_CMC(Y)	B_CMC(F)	W_CMC(F)	质量差/%
17001^#	0.767	0.663	0.315	0.372	0.94
17002^#	0.767	0.616	0.315	0.161	0.94
17009^#	1.308	0.731	0.148	0.191	1.04
17011^#	1.308	0.240	0.148	0.240	1.04
17005^#	1.820	0.771	0.887	0.084	1.80
17012^#	1.820	0.280	0.887	0.357	1.80
17004^#	0.408	0.358	1.611	0.358	2.0
17011^#	0.408	0.240	1.611	0.240	2.0
17002^#	0.506	0.616	0.105	0.161	3.02
17005^#	0.506	0.771	0.105	0.084	3.02
17006^#	6.231	0.244	5.174	0.307	4.12
17010^#	6.231	0.091	5.174	0.195	4.12
17020^#	0.404	0.424	0.194	0.527	0.2
17023^#	0.404	0.254	0.194	0.264	0.2
17020^#	1.988	0.424	1.860	0.527	2.0
17022^#	1.988	0.519	1.860	0.123	2.0
17021^#	3.559	0.199	3.792	0.064	3.0
17023^#	3.559	0.254	3.792	0.264	3.0
17019^#	4.134	0.309	3.843	0.392	4.0
17021^#	4.134	0.199	3.843	0.064	4.0
17023^#	5.489	0.254	6.006	0.264	7.8
17025^#	5.489	0.011	6.006	0.156	7.8

[1]	龚雪, 袁理, 刘军平, 杨亚莉, 刘沐黎, 柯政涛, 鄢煜尘. 混合色彩空间与多核学习的色纺织物组织点识别[J]. 纺织学报, 2020, 41(05): 58-65.
[2]	刘沐黎, 袁理, 杨亚莉, 刘军平, 程哲, 龚雪, 纪昌俊, 鄢煜尘. 基于混合色彩空间独立特征的色纺面料颜色表征模型[J]. 纺织学报, 2019, 40(09): 62-69.
[3]	袁理代乔民付顺林郑力文鄢煜尘. 基于原色纤维混配色织物的呈色特性与影响因素分析[J]. 纺织学报, 2018, 39(10): 38-43.