Evaluation Method of Fabric Color Difference Based on Saliency Algorithm and CIELAB Space

被引:2
|
作者
Meng Xiuping [1 ]
Su Gongbing [1 ]
Wu Qiming [1 ]
Yuan Langjia [1 ]
机构
[1] Wuhan Text Univ, Coll Mech Engn & Automat, Wuhan 430073, Hubei, Peoples R China
关键词
visual optics; fabric texture clearance; saliency algorithm; color difference saliency map; color difference;
D O I
10.3788/LOP55.053301
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the theory of the modified color difference saliency algorithm as a base, the fabric image texture clearance regions arc characterized by the area and roundness of the highlighted and significantly connected regions. By the statistical extraction of the distribution laws of the standard fabric image texture clearance and by the setup of the color difference rating standard, not only the big serious color difference region is quickly detected, but also the background color noise of the fabric texture clearance region of the fabrics without the big serious color difference is distinguished. Based on the color difference rating standard, the weighted average method is used to complete the tested fabric color difference grating for the fabric images beyond the fabric texture clearance region. The results show that the proposed algorithm has the minimum error mean and variance, which can reflect the true color difference of fabrics.
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页数:7
相关论文
共 20 条
  • [1] Chen K Y, 2013, J AGR ENG, V29, P157
  • [2] Hua W P, 2016, LASER OPTOELECTRONIC, V53
  • [3] Huang M, 2007, OPTICAL TECHNIQUE, V33, P46
  • [4] International Organization for Standardization, 1993, IS0105A02S ISO
  • [5] A model of saliency-based visual attention for rapid scene analysis
    Itti, L
    Koch, C
    Niebur, E
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (11) : 1254 - 1259
  • [6] Computational modelling of visual attention
    Itti, L
    Koch, C
    [J]. NATURE REVIEWS NEUROSCIENCE, 2001, 2 (03) : 194 - 203
  • [7] Jiang H Y, 2017, ACTA OPT SINICA, V37
  • [8] LI J, 2013, ADV TEXTILE TECHNOLO, V22
  • [9] Li P F, 2011, COTTON TEXTILE TECHN, V42, P38
  • [10] Li Pengfei, 2011, Cotton Textile Technology, V39, P21