J Shanghai Jiaotong Univ Sci ›› 2023, Vol. 28 ›› Issue (6): 802-808.doi: 10.1007/s12204-021-2326-0
王玉娟1,李文刚2,刘建勇3,陈广学4,汪军1
接受日期:
2021-03-24
出版日期:
2023-11-28
发布日期:
2023-12-04
WANG Yujuan1 (王玉娟),LI Wengang2 (李文刚),LIU .Jianyong3 (刘建勇),CHEN Guangxue4 (陈广学),WANG Jun1*(汪军)
Accepted:
2021-03-24
Online:
2023-11-28
Published:
2023-12-04
摘要: 为了便于原配色丝织物纺前设计,提出了一种颜色预测模型。假设复丝中的单丝具有方形截面并在复丝中垂直堆叠排列。预测模型考虑了单丝在复丝中的反射、透射以及排列方式。为了使用Datacolor测色仪测试单丝的反射率和透射率,制作了与单丝具有相同材质和厚度的薄膜。纺制了20种不同混色比和不同细度的单丝,并将其织成织物。使用分光光度计测试了织物真实的颜色,并分别计算了本颜色预测模型和K-M颜色预测模型预测的织物颜色与织物真实颜色之间的色差。结果表明,本颜色预测算法得到的平均色差为1.02 CMC (2:1)单位,小于K-M颜色预测模型得到的1.78 CMC (2:1)单位。通过斯皮尔曼相关性分析算法,发现织物亮度和复丝细度对本模型预测的计算色差有明显影响,即随着这两个因素的增加,色差逐渐增大。最后使用本颜色预测模型计算了织物表面颜色,表明本算法可以用于表征织物表面颜色不均匀程度。
中图分类号:
王玉娟1,李文刚2,刘建勇3,陈广学4,汪军1. fiber;麻灰色原配色丝织物的颜色预测模型[J]. J Shanghai Jiaotong Univ Sci, 2023, 28(6): 802-808.
WANG Yujuan1 (王玉娟),LI Wengang2 (李文刚),LIU .Jianyong3 (刘建勇),CHEN Guangxue4 (陈广学),WANG Jun1*(汪军). Color Prediction Model of Gray Hybrid Multifilament Fabric[J]. J Shanghai Jiaotong Univ Sci, 2023, 28(6): 802-808.
[10] | FURFERI R, GOVERNI L, VOLPE Y. Color matching of fabric blends: Hybrid Kubelka-Munk + artificial neural network based method [J]. Journal of Electronic Imaging, 2016, 25(6): 061402. |
[1] | WANG Q, LI W, GAN X, et al. Hybrid filament and its preparation technology: CN 109112655 [P]. 2019- 01-01. |
[11] | SHEN J, ZHOU X, MA H, et al. Spectrophotometric prediction of pre-colored fiber blends with a hybrid model based on artificial neural network and StearnsNoechel model [J]. Textile Research Journal, 2017, 87(3): 296-304. |
[2] | PI F, LI W, LIAO H, et al. The collocation coloured yarns of polypropylene and their key preparation techniques research [J]. Technical Textiles, 2019, 37(3): 24- 30(in Chinese). |
[12] | WEI C, WAN X, LI J. Color prediction model for precolored fiber blends based on modified Stearns-Noechel function [J]. Dyes and Pigments, 2017, 147: 544-551. |
[3] | CHAE Y. The color appearance shifts of woven fabrics induced by the optical blending of colored yarns [J]. Textile Research Journal, 2020, 90(3/4): 395-409. |
[13] | MA C, WANG Y, LI J, et al. Theoretical and practical analysis of fiber blend model in gray spun yarn [J]. Journal of Engineered Fibers and Fabrics, 2017, 12(2): 28-38. |
[4] | CHAE Y. The effects of the spatial frequency and size of stripes on the hue appearance of striped woven fabrics [J]. Textile Research Journal, 2019, 89(12): 2423- 2432. |
[14] | HIRAYAMA H, KANEDA K, YAMASHITA H, et al. An accurate illumination model for objects coated with multilayer films [J]. Computers & Graphics, 2001, 25(3): 391-400. |
[5] | STEARNS E I, NOECHEL F. Spectrophotometric prediction of color of wool blends[J]. American Dyestuff Reporter, 1944, 33(9): 177-180. |
[15] | HIRAYAMA H, KANEDA K, YAMASHITA H, et al. Visualization of optical phenomena caused by multilayer films based on wave optics [J]. The Visual Computer, 2001, 17(2): 106-120. |
[6] | FRIELE L F C. The application of colour measurement in relation to fibre-blending [J]. Journal of the Textile Institute Proceedings, 1952, 43(8): P604-P611. |
[16] | SIMONOT L, HERSCH R D, H′ EBERT M, et al. Multilayer four-flux matrix model accounting for directional-diffuse light transfers [J]. Applied Optics, 2016, 55(1): 27-37. |
[7] | KUBELKA P, MUNK F. An article on optics of paint layers[J]. Zeitschrift Fur Technische Physik, 1931, 12: 593-601. |
[17] | H′ EBERT M, HERSCH R D, BECKER J M. Compositional reflectance and transmittance model for multilayer specimens [J]. Journal of the Optical Society of America A, Optics, Image Science, and Vision, 2007, 24(9): 2628-2644. |
[8] | YANG R H, HAN R Y, LU Y Z, et al. Color matching of fiber blends: Stearns-Noechel model of digital rotor spun yarn [J]. Color Research & Application, 2018, 43(3): 415-422. |
[18] | WANG Y, CHEN G, LI W, et al. Reflectance model for filament yarn composed of different color monofilaments [J]. The Journal of the Textile Institute, 2020. https://doi.org/10.1080/00405000.2020.1862519. |
[9] | HEMINGRAY C, WESTLAND S. A novel approach to using neural networks to predict the colour of fibre blends [J]. Coloration Technology, 2016, 132(4): 297- 303. |
[19] | WANG Y, WANG J. Color prediction model of compound filament[J]. Journal of Textile Research, 2021, 42(2): 156-160 (in Chinese). |
[10] | FURFERI R, GOVERNI L, VOLPE Y. Color matching of fabric blends: Hybrid Kubelka-Munk + artificial neural network based method [J]. Journal of Electronic Imaging, 2016, 25(6): 061402. |
[20] | WANG Y, SHI C, CUI Z. Design of spinneret [J]. Polyester Industry, 2006, 19(3): 27-30(in Chinese). |
[11] | SHEN J, ZHOU X, MA H, et al. Spectrophotometric prediction of pre-colored fiber blends with a hybrid model based on artificial neural network and StearnsNoechel model [J]. Textile Research Journal, 2017, 87(3): 296-304. |
[21] | ZHAO L, YAO M. A study of light reflectivity and transmission properties of single fiber [J]. Journal of Northwest Institute of Textile Science and Technology, 2001, 15(2): 207-212(in Chinese). |
[12] | WEI C, WAN X, LI J. Color prediction model for precolored fiber blends based on modified Stearns-Noechel function [J]. Dyes and Pigments, 2017, 147: 544-551. |
[22] | YANG R, XU Y, XIE C, et al. Kubelka-Munk double constant theory of digital rotor spun color blended yarn [J]. Dyes and Pigments, 2019, 165: 151-156. |
[13] | MA C, WANG Y, LI J, et al. Theoretical and practical analysis of fiber blend model in gray spun yarn [J]. Journal of Engineered Fibers and Fabrics, 2017, 12(2): 28-38. |
[23] | YANG H, ZHU S, PAN N. On the Kubelka-Munk single-constant/two-constant theories [J]. Textile Research Journal, 2010, 80(3): 263-270. |
[14] | HIRAYAMA H, KANEDA K, YAMASHITA H, et al. An accurate illumination model for objects coated with multilayer films [J]. Computers & Graphics, 2001, 25(3): 391-400. |
[24] | WANG Y, MA C, LIU J, et al. Matching color technology of color blended yarn based on modified StearnsNoeche model [J]. Journal of Textile Research, 2017, 38(10): 25-31(in Chinese). |
[15] | HIRAYAMA H, KANEDA K, YAMASHITA H, et al. Visualization of optical phenomena caused by multilayer films based on wave optics [J]. The Visual Computer, 2001, 17(2): 106-120. |
[25] | WANG Y. Research on color matching of dyed yarn based on Stearns-Noeche theory [D]. Tianjin, China: Tianjin Polytechnic University, 2017. |
[16] | SIMONOT L, HERSCH R D, H′ EBERT M, et al. Multilayer four-flux matrix model accounting for directional-diffuse light transfers [J]. Applied Optics, 2016, 55(1): 27-37. |
[17] | H′ EBERT M, HERSCH R D, BECKER J M. Compositional reflectance and transmittance model for multilayer specimens [J]. Journal of the Optical Society of America A, Optics, Image Science, and Vision, 2007, 24(9): 2628-2644. |
[18] | WANG Y, CHEN G, LI W, et al. Reflectance model for filament yarn composed of different color monofilaments [J]. The Journal of the Textile Institute, 2020. https://doi.org/10.1080/00405000.2020.1862519. |
[19] | WANG Y, WANG J. Color prediction model of compound filament[J]. Journal of Textile Research, 2021, 42(2): 156-160 (in Chinese). |
[20] | WANG Y, SHI C, CUI Z. Design of spinneret [J]. Polyester Industry, 2006, 19(3): 27-30(in Chinese). |
[21] | ZHAO L, YAO M. A study of light reflectivity and transmission properties of single fiber [J]. Journal of Northwest Institute of Textile Science and Technology, 2001, 15(2): 207-212(in Chinese). |
[22] | YANG R, XU Y, XIE C, et al. Kubelka-Munk double constant theory of digital rotor spun color blended yarn [J]. Dyes and Pigments, 2019, 165: 151-156. |
[23] | YANG H, ZHU S, PAN N. On the Kubelka-Munk single-constant/two-constant theories [J]. Textile Research Journal, 2010, 80(3): 263-270. |
[24] | WANG Y, MA C, LIU J, et al. Matching color technology of color blended yarn based on modified StearnsNoeche model [J]. Journal of Textile Research, 2017, 38(10): 25-31(in Chinese). |
[25] | WANG Y. Research on color matching of dyed yarn based on Stearns-Noeche theory [D]. Tianjin, China: Tianjin Polytechnic University, 2017. |
No related articles found! |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||