Spectrophotometric color matching for pre-colored fiber blends based on a hybrid of least squares and grid search method
Source abstract
Abstract
Computer color matching can improve production efficiency and reduce costs in color spun. However, in practice the computer color matching success rate for pre-colored fiber blends has not been good, leading to customers being unsatisfied with the accuracy of the color matching results. Aiming to improve the accuracy, a hybrid of least squares and grid search method has been proposed for spectrophotometric color matching of pre-colored fiber blend based on the improved Kubelka–Munk (K-M) double-constant theory. Two-primary, three-primary, four-primary, and five-primary pre-colored cotton fiber blends were prepared as standard samples to evaluate the color matching accuracy of the proposed method. Compared with the least squares method and the grid search method, the proposed method achieved better color matching effects and greatly shortened the calculation time, respectively. For 42 pre-colored fiber blends, the average color difference between the predicted results obtained by the proposed method, least squares method, and grid search method and the spectrophotometer measurements were respectively 0.29, 0.53, and 0.36 CIE2000 units. The experimental results indicated that the proposed method could predict the formulation of standard samples quickly and effectively, and that it was superior to other methods in providing satisfactory color matching results for the enterprises.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Color Science and Applications · Color perception and design · Spectroscopy and Chemometric Analyses
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Key Laboratory of Eco-textiles, Ministry of Education, Jiangnan University, Wuxi, China
Funding
Postgraduate Research & Practice Innovation Program of Jiangsu Provence
References (19)
Show source-provided references
1. Aspland JR · Text Chem Color Am Dyest Rep · 2000 · 32 · 47
2. Duntley SQ. · Am Dyest Rep · 1941 · 30 · 698
3. Stearns EI · Am Dyest Rep · 1944 · 33 · 177
4. 10.1080/1944701520866407910.1080/19447015208664079 ↗
5. Kubelka P · Z Tech Phys · 1931 · 12 · 593
6. 10.1364/JOSA.38.00044810.1364/JOSA.38.000448 ↗
7. 10.1088/0959-5309/52/3/31010.1088/0959-5309/52/3/310 ↗
8. 10.1177/00405175940640060810.1177/004051759406400608 ↗
9. 10.1117/1.JEI.25.6.06140210.1117/1.JEI.25.6.061402 ↗
10. 10.1177/004051750809991410.1177/0040517508099914 ↗
11. 10.1007/s10570-018-1669-710.1007/s10570-018-1669-7 ↗
12. Zhang G · Fiber Polym
13. 10.1016/j.dyepig.2019.02.00810.1016/j.dyepig.2019.02.008 ↗
14. McDonald R. Colour physics for industry . 2nd ed. Society of Dyers and Colourists, 1997, pp.214–222.
15. 10.1111/j.1478-4408.2007.00086.x10.1111/j.1478-4408.2007.00086.x ↗
16. 10.1111/j.1478-4408.2006.00003.x10.1111/j.1478-4408.2006.00003.x ↗
17. 10.1002/col.508013060610.1002/col.5080130606 ↗
18. 10.1002/col.2047810.1002/col.20478 ↗
19. 10.1002/col.104910.1002/col.1049 ↗