Journal of Textile Research ›› 2020, Vol. 41 ›› Issue (09): 155-161.doi: 10.13475/j.fzxb.20191004807

• Comprehensive Review • Previous Articles     Next Articles

Research and development of textile color measurement based on imaging technologies

QIU Kebin1, CHEN Weiguo1,2(), ZHOU Hua1,2, YING Shuangshuang1   

  1. 1. College of Textile Science and Engineering(International Institute of Silk), Zhejiang Sci-Tech University, Hangzhou, Zhejiang 310018, China
    2. Shangyu Industrial Technology Research Institute Co., Ltd., Zhejiang Sci-Tech University, Shaoxing, Zhejiang 312300, China
  • Received:2019-10-22 Revised:2020-03-28 Online:2020-09-15 Published:2020-09-25
  • Contact: CHEN Weiguo E-mail:wgchen@zstu.edu.cn

RichHTML

14

PDF (PC)

203

Abstract:

Fast, accurate and efficient methods of textile color measurement have always been actively sought in the textile field, and imaging technologies have been applied for textile color measurement. This paper reviews and introduces characteristics of the photoelectric integration and spectrophotometry, as well as their limitations in the color measurement of textiles. The imaging characteristics of digital camera, multispectral imaging, and hyperspectral imaging were described, and the effects of camera color characterization, spectral reconstruction algorithm, and image segmentation method on textile color measurement were analyzed, leading to the the summary of research results and applications in the field of textile color measurement. This review paper also presents the prospective views on future developments in textile color measurement from the perspective of the characteristics of textile colors, the requirements of textile color measurement, and the advantages of ″spectral integration″ of hyperspectral imaging technology, the development direction of hyperspectral imaging technology.

Key words: textiles, color measurement, spectral imaging, spectral reconstruction method, image segmentation method, camera color characterization

CLC Number: 

  • TS101.9

Fig.1

Image acquisition method of light source-N narrowband filters-sensor"

Fig.2

Principle of hyperspectral imaging technology with PGP Component"

Fig.3

Hyperspectral image acquisition methods. (a) Spot scan; (b) Line scan; (c) Area scan"

[1] AKGUN M, BECERIR B, ALPAY H R. Effect of sample layer numbers and fabric constructional parameters on colour strength, colour difference and colour matching properties of polyester woven fabrics[J]. Journal of The Textile Institute, 2017, 108(1):102-109.
doi: 10.1080/00405000.2016.1159165
[2] VLADIC G, NOVAKOVIC D, KASIKOVIC N, et al. Color appearance of textile materials applied to various geometrical shapes[J]. Textile Research Journal, 2014, 84(11):1191-1199.
doi: 10.1177/0040517513517968
[3] GORJI KANDI S, AMANI TEHRAN M, RAHMATI M. Colour dependency of textile samples on the surface texture[J]. Coloration Technology, 2008, 124(6):348-354.
doi: 10.1111/(ISSN)1478-4408
[4] 金肖克, 李启正, 张声诚, 等. 织物颜色测量方法的分类与发展[J]. 纺织导报, 2012(9):103-105.
JIN Xiaoke, LI Qizheng, ZHANG Shengcheng, et al. Classification and development of the fabric color measurement methods[J]. China Textile Leader, 2012(9):103-105.
[5] HOLST G C. CCD arrays, cameras, and displays[M]. Washington: JCD Publishing and SPIE Optical Engineering Press, 1998: 47-57.
[6] 李宏光, 吴宝宁, 施浣芳, 等. 几种颜色测量方法的比较[J]. 应用光学, 2005, 26(3):60-63.
LI Hongguang, WU Baoning, SHI Huanfang, et al. The comparison of multicolor measurement methods[J]. Journal of Applied Optics, 2005, 26(3):60-63.
[7] BOOSMANN T, HILL B. Estimation of control values for a 6-primary display considering different observers[C]// Second European Conference on Colour in Graphics, Imaging, and Vision, CGIV 2004. Aachen: The Society for Imaging Science and Technology, 2004: 242-247.
[8] RIBÉS A, BRETTEL H, SCHMITT F J M, et al. Color and multispectral imaging with the CRISATEL multispectral system[C]// PICS 2003: an International Technical Conference on the Science and Systems of Digital Photography, Including the Fifth International Symposium on Multispectral Color Science. Rochester: The Society for Imaging Science and Technology, 2003: 215-219.
[9] LUO L, SHEN H L, SHAO S J, et al. Color specification of a single strand of yarn from a multispectral image[J]. Color Research and Application, 2016, 41(5):500-512.
doi: 10.1002/col.v41.5
[10] SHAMS-NATERI A. Evaluating textile fabric color variation by scanner[J]. Research Journal of Textile and Apparel, 2007, 11(4):31-39.
doi: 10.1108/RJTA-11-04-2007-B002
[11] NATERI A S. Predition of textile fabric color by digital camera[J]. Research Journal of Textile and Apparel, 2008, 12(2):1-12.
[12] HONG G, LUO M R, RHODES P A. A study of digital camera colorimetric characterization based on polynomial modeling[J]. Color Research & Application, 2015, 26(1):76-84.
[13] SEYMOUR J. Color measurement with an RGB camera[C]// Proceedings of the 61st Annual Meeting. New Orleans: Technical Association of the Graphic Arts, 2009: 79-105.
[14] BRYDGES D, DEPPNER F, KUENZLI H, et al. Application of a 3-CCD color camera for colorimetric and densitometric measurements[C]// Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts III. San Jose: International Society for Optics and Photonics, 1998: 292-302.
[15] 辛春莉, 王子玉, 周建, 等. 数码相机在染色织物色差测量中的应用[J]. 纺织学报, 2018, 39(8):77-82.
XIN Chunli, WANG Ziyu, ZHOU Jian, et al. Color difference measurement of dyed fabrics using digital camera[J]. Journal of Textile Research, 2018, 39(8):77-82.
[16] SHARMA G. Targetless scanner color calibration[J]. Journal of Imaging Science and Technology, 2000, 44(4):301-307.
[17] RAMANATH R, KUEHNI R G, SNYDER W E, et al. Spectral spaces and color spaces[J]. Color Research and Application, 2004, 29(1):29-37.
doi: 10.1002/(ISSN)1520-6378
[18] SOLLI M, ANDERSSON M, LENZ R, et al. Color measurements with a consumer digital camera using spectral estimation techniques[C]// KÄLVIÄINEN H, PARKKINEN J, KAARNA A. Imagea Analysis, 14th Scandinavian Conference, SCIA 2005. Joensuu: Springer, 2005, 3540:105-114.
[19] LAU L, KAN C, YUEN M C, et al. Study of the correlation between solid colors measured by spectrophotometer and DigiEye[C]// The First International Conference on Interdisciplinary Research and Development. Bangkok: the Interdisciplinary Network of the Royal Institute of Thailand Under the Royal Patronage of HRH Princess Maha Chakri Sirindhorn, 2011: 3.1-3.6.
[20] 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, 40(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 & Finishing, 2014, 40(17):17-22.
[21] 张显斗, 王强, 杨根福, 等. 光谱颜色管理系统关键技术综述[J]. 中国印刷与包装研究, 2013, 5(01):10-17.
ZHANG Xiandou, WANG Qiang, YANG Genfu, et al. Key technologies review of the spectral color management system[J]. China Printing and Packaging Study, 2013, 5(1):10-17.
[22] MEER F D V D, JONG S M D. Imaging spectrometry: basic principles and prospective applications[M]. Dordrecht: Kluwer Academic Publishers, 2001: 17-61.
[23] 樊海燕. 颜色测量方法及基本原理[J]. 印刷工业, 2008(4):78-82.
FAN Haiyan. Color measurement method and basic principle[J]. Print China, 2008(4):78-82.
[24] VRHEL M J, GERSHON R, IWAN L S. Measurement and analysis of object reflectance spectra[J]. Color Research & Application, 1994, 19(1):4-9.
[25] 兑利涛. 多光谱图像的光谱反射率重建技术研究[D]. 上海: 华东交通大学, 2017: 34-40.
DUI Litao. Spectral reflectance reconstruction of multispectral images[D]. Shanghai: East China Jiaotong University, 2017: 34-40.
[26] HERZOG P G, KNIPP D, STIEBIG H, et al. Colorimetric characterization of novel multiple-channel sensors for imaging and metrology[J]. Journal of Electronic Imaging, 1999, 8(10):342-353.
doi: 10.1117/1.482704
[27] 蔡普庆. 成像光谱重建及纹理色差客观评估研究[D]. 杭州:浙江大学, 2008: 22-37.
CAI Puqing. Imaging spectral reflectance reconstruction and color-difference evaluation of texture[D]. Hangzhou: Zhejiang University, 2008: 22-37.
[28] KHAN H A. Color characterization methods for a multispectral camera[J]. Electronic Imaging, Society for Imaging Science and Technology, 2018, 2018(16): 221.1-221.8.
[29] 忻浩忠, 邵思杰, 沈会良. 多光谱成像颜色测量系统及其成像信号处理方法: 201010539818.2[P]. 2012-05-23.
XIN Haozhong, SHAO Sijie, SHEN Huiliang. Multispectral imaging color measurement system and imaging signal processing method:201010539818.2[P]. 2012-05-23.
[30] 周志敏. 多光谱成像系统的空间一致性校正和纱线颜色测量方法[D]. 杭州: 浙江大学, 2018:40-51.
ZHOU Zhimin. Spatial consistency improvement and yarn color measurement in multispectral imaging system[D]. Hangzhou:Zhejiang University, 2018: 40-51.
[31] LUO L, SHEN H L, SHAO S J, et al. A multispectral imaging approach to colour measurement and colour matching of single yarns without winding[J]. Coloration Technology, 2015, 131(4):342-351.
doi: 10.1111/cote.2015.131.issue-4
[32] LUO L, SHEN H L, SHAO S J, et al. Empirical model for matching spectrophotometric reflectance of yarn windings and multispectral imaging reflectance of single strands of yarns[J]. Journal of the Optical Society of America, 2015, 32(8):1459-1467.
doi: 10.1364/JOSAA.32.001459 pmid: 26367289
[33] 叶琦, 王跃明, 周世尧, 等. 基于高光谱的颜色辨别方法研究(英文)[J]. 光谱学与光谱分析, 2018, 38(10):3310-3314.
YE Qi, WANG Yueming, ZHOU Shiyao, et al. Color discrimination based on hyperspectral imaging method[J]. Spectroscopy and Spectral Analysis, 2018, 38(10):3310-3314.
[34] 王魏. 多光谱成像系统的自动调焦和纱线颜色测量方法[D]. 杭州: 浙江大学, 2014: 2-3.
WANG Wei. Auto-focus and yarn color measurement methods in multi-spectral imaging system[D]. Hangzhou: Zhejiang University, 2014: 2-3.
[35] AIKIO M. Hyperspectral prism-grating-prism imaging spectrograph[J]. VTT Publications, 2001(435):36-58.
[36] POGER S, ANGELOPOULOU E. Multispectral sensors in computer vision[R]. Stevens Institute of Technology, 2001: 1-15.
[37] VILASECA M, SCHAEL B, DELPUEYO X, et al. Repeatability, reproducibility, and accuracy of a novel pushbroom hyperspectral system[J]. Color Research & Application, 2014, 39(6):549-558.
[38] 应双双, 付东, 范运舫, 等. 基于高光谱成像技术的纺织数码印花颜色测量方法[J]. 浙江理工大学学报(自然科学版), 2020, 43/44(3):151-157.
YING Shuangshuang, FU Dong, FAN Yunfang, et al. Textile digital printing color measurement method based on hyperspectral imaging technology[J]. Journal of Zhejiang Sci-Tech University (Natural Science Edition), 2020, 43/44(3):151-157.
[39] IMAI F H, ROSEN M R, BERNS R S. Comparison of spectrally narrow-band capture versus wide-band with a priori sample analysis for spectral reflectance estima-tion[C]// The Eighth Color Imaging Conference: Color Science and Engineering Systems, Technologies, Applications. Scottsdal: The Society for Imaging Science and Technology, 2000: 234-241.
[40] DERHAK M. Spectrally based material color equivalency: modeling and manipulation[D]. Rochester: Rochester Institute of Technology, 2015: 149-160.
[41] GAT N. Imaging spectroscopy using tunable filters: a review[C]// In wavelet applications VII. Orlando: Society of Photo-Optical Instrumentation Engineers, 2000: 50-64.
[1] CHEN Yunbo, ZHU Xiangyu, LI Xiang, YU Hong, LI Weidong, XU Hong, SUI Xiaofeng. Recent advance in preparation of thermo-regulating textiles based on phase change materials [J]. Journal of Textile Research, 2021, 42(01): 167-174.
[2] YANG Gang, LI Haidi, QIAO Yansha, LI Yan, WANG Lu, HE Hongbing. Preparation and characterization of polylactic acid-caprolactone / fibrinogen nanofiber based hernia mesh [J]. Journal of Textile Research, 2021, 42(01): 40-45.
[3] YANG Yuchen, QIN Xiaohong, YU Jianyong. Research progress of transforming electrospun nanofibers into functional yarns [J]. Journal of Textile Research, 2021, 42(01): 1-9.
[4] ZHANG Qian, MAO Jifu, LÜ Luyao, XU Zhongmian, WANG Lu. Abrasion resistance of suture at anchor eyelet for tendon-bone repair and its influencing factors [J]. Journal of Textile Research, 2020, 41(12): 66-72.
[5] QIU Kebin, CHEN Weiguo, ZHOU Hua. Comparison of spectral imaging and spectrophotometry in fabric color measurement [J]. Journal of Textile Research, 2020, 41(11): 73-80.
[6] YU Yucong, SHI Xiaolong, LIU Lin, YAO Juming. Recent progress in super wettable textiles for oil-water separation [J]. Journal of Textile Research, 2020, 41(11): 189-196.
[7] ZHANG Yanyan, ZHAN Luyao, WANG Pei, GENG Junzhao, FU Feiya, LIU Xiangdong. Research progress in preparation of durable antibacterial cotton fabrics with inorganic nanoparticles [J]. Journal of Textile Research, 2020, 41(11): 174-180.
[8] QIAO Yansha, WANG Qian, LI Yan, SANG Jiawen, WANG Lu. Preparation and in vitro inflammation evaluation of polydopamine coated polypropylene hernia mesh [J]. Journal of Textile Research, 2020, 41(09): 162-166.
[9] YAN Jia, LI Gang. Research progress on medical textiles [J]. Journal of Textile Research, 2020, 41(09): 191-200.
[10] PANG Yali, MENG Jiayi, LI Xin, ZHANG Qun, CHEN Yankun. Preparation of graphene fibers by wet spinning and fiber characterization [J]. Journal of Textile Research, 2020, 41(09): 1-7.
[11] YING Shuangshuang, QIU Kebin, GUO Yufei, ZHOU Jiu, ZHOU Hua. Error optimization for measuring color chart data in textile color management [J]. Journal of Textile Research, 2020, 41(08): 74-80.
[12] CHEN Wendou, ZHANG Hui, CHEN Tianyu, WU Hailiang. Self-cleaning properties of titanium dioxide modified polyester / cotton blend fabrics [J]. Journal of Textile Research, 2020, 41(07): 122-128.
[13] LIU Guojin, SHI Feng, CHEN Xinxiang, ZHANG Guoqing, ZHOU Lan. Preparation of polyurethane / phase change wax functional finishing agents for heat storage and temperature regulation and their applications on cotton fabrics [J]. Journal of Textile Research, 2020, 41(07): 129-134.
[14] ZHANG Ge, ZHOU Jian, WANG Lei, PAN Ruru, GAO Weidong. Influencing factors for fiber color measurement by spectrophotometer [J]. Journal of Textile Research, 2020, 41(04): 72-77.
[15] CHEN Hui, WANG Xi, DING Xin, LI Qiao. Design of temperature-sensitive garment consisting of full fabric sensing networks [J]. Journal of Textile Research, 2020, 41(03): 118-123.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
京ICP备14006648号
Copyright 2021 © Editorial office of Journal of Textile Research
Supported by Beijing Magtech Co.Ltd