• Laser & Optoelectronics Progress
  • Vol. 58, Issue 5, 0533001 (2021)
Jinkai Yang1、2, Pengfei Li1, Zebin Su1、*, and Junfeng Jing1
Author Affiliations
  • 1College of Electrics and Information, Xi'an Polytechnic University, Xi'an , Shaanxi 710048, China
  • 2Cooperative Innovation Center for Technical Textiles, Xi'an Polytechnic University, Xi'an , Shaanxi 710048,China
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    DOI: 10.3788/LOP202158.0533001 Cite this Article Set citation alerts
    Jinkai Yang, Pengfei Li, Zebin Su, Junfeng Jing. Color Space Conversion Method of Digital Printing Based on Improved Extreme Learning Machine[J]. Laser & Optoelectronics Progress, 2021, 58(5): 0533001 Copy Citation Text show less
    Extreme learning machine structure
    Fig. 1. Extreme learning machine structure
    100 test sample color patches
    Fig. 2. 100 test sample color patches
    Ridge trace maps based on ridge regression and R-ELM color space conversion model. (a) Component C; (b) component M; (c) component Y; (d) component K
    Fig. 3. Ridge trace maps based on ridge regression and R-ELM color space conversion model. (a) Component C; (b) component M; (c) component Y; (d) component K
    Distribution of color difference
    Fig. 4. Distribution of color difference
    MethodAverage Max Min
    BPNN8.54222.6131.836
    GRNN2.74713.4660.460
    ELM2.2857.1620.466
    Proposed1.6456.9650.221
    Table 1. Comparison of conversion color difference between four color space conversion models
    ModelTraining time /s
    BPNN10.563
    GRNN7.845
    Proposed1.489
    Table 2. Average training time of models
    Jinkai Yang, Pengfei Li, Zebin Su, Junfeng Jing. Color Space Conversion Method of Digital Printing Based on Improved Extreme Learning Machine[J]. Laser & Optoelectronics Progress, 2021, 58(5): 0533001
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