• Acta Optica Sinica
  • Vol. 37, Issue 9, 0933001 (2017)
Jinxing Liang and Xiaoxia Wan*
Author Affiliations
  • School of Printing and Packaging, Wuhan University, Wuhan, Hubei 430079, China
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    DOI: 10.3788/AOS201737.0933001 Cite this Article Set citation alerts
    Jinxing Liang, Xiaoxia Wan. Spectral Reconstruction from Single RGB Image of Trichromatic Digital Camera[J]. Acta Optica Sinica, 2017, 37(9): 0933001 Copy Citation Text show less
    Sample distributions in CIE1931 chromaticity diagram. (a) Training samples; (b) reconstruction samples
    Fig. 1. Sample distributions in CIE1931 chromaticity diagram. (a) Training samples; (b) reconstruction samples
    Influence of the number of local training samples on spectral reconstruction errors. (a) CIEDE2000 color difference; (b) root-mean-square error
    Fig. 2. Influence of the number of local training samples on spectral reconstruction errors. (a) CIEDE2000 color difference; (b) root-mean-square error
    Influence of response expansion item number on spectral reconstruction errors. (a) CIEDE2000 color difference; (b) root-mean-square error
    Fig. 3. Influence of response expansion item number on spectral reconstruction errors. (a) CIEDE2000 color difference; (b) root-mean-square error
    Relationship between small value σ and spectral reconstruction errors. (a) CIEDE2000 color difference; (b) root-mean-square error
    Fig. 4. Relationship between small value σ and spectral reconstruction errors. (a) CIEDE2000 color difference; (b) root-mean-square error
    Samples number distribution of reconstruction errors of different methods. (a) CIEDE2000 color difference; (b) root-mean-square error
    Fig. 5. Samples number distribution of reconstruction errors of different methods. (a) CIEDE2000 color difference; (b) root-mean-square error
    MethodΔde2000ERMS
    MeanMaximumStandard deviationMeanMaximumStandard deviation
    RLS1.23285.79860.75600.02880.17570.0228
    PLS1.23345.80230.75580.02880.17590.0228
    Xiao1.45028.02820.94670.03000.18600.0229
    Zhang1.23455.80200.75650.03140.18440.0234
    Proposed1.03898.37380.73790.02300.13610.0205
    Table 1. Comparison on spectral reconstruction results between the proposed and current existing methods
    Jinxing Liang, Xiaoxia Wan. Spectral Reconstruction from Single RGB Image of Trichromatic Digital Camera[J]. Acta Optica Sinica, 2017, 37(9): 0933001
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