• Laser & Optoelectronics Progress
  • Vol. 58, Issue 20, 2004001 (2021)
Hailin Wang, Zhenghao Han, Li Li*, Su Qiu, and Weiqi Jin
Author Affiliations
  • MoE Key Lab of Photoelectronic Imaging Technology and System, School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China
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    DOI: 10.3788/LOP202158.2004001 Cite this Article Set citation alerts
    Hailin Wang, Zhenghao Han, Li Li, Su Qiu, Weiqi Jin. Residual and High-frequency Replacement Based Color Reconstruction Method for SONY-RGBW Array[J]. Laser & Optoelectronics Progress, 2021, 58(20): 2004001 Copy Citation Text show less
    CFAs in color imaging systems. (a) Bayer array; (b) SONY-RGBW filter array
    Fig. 1. CFAs in color imaging systems. (a) Bayer array; (b) SONY-RGBW filter array
    Flow chart of RIHR-CRM
    Fig. 2. Flow chart of RIHR-CRM
    Flow chart of iterative residual interpolation. (a) Bidirectional guided filtering; (b) unidirectional guided filtering
    Fig. 3. Flow chart of iterative residual interpolation. (a) Bidirectional guided filtering; (b) unidirectional guided filtering
    Images in Kodak data set
    Fig. 4. Images in Kodak data set
    15 natural images in real scenes
    Fig. 5. 15 natural images in real scenes
    Image acquisition system. (a) System composition; (b) relative spectral sensitivity of each band
    Fig. 6. Image acquisition system. (a) System composition; (b) relative spectral sensitivity of each band
    Color reconstruction results for local patches with 100 pixel ×100 pixel patch size in the Kodak data set by different methods. (a1) (a2) Reference image; (b1) (b2) Standard; (c1) (c2) Pan+PCA; (d1) (d2) Pan+BT; (e1) (e2) Pan+IHS; (f1) (f2) Pan+GS; (g1) (g2) Pan+HCM; (h1) (h2) AP; (i1) (i2) Bilinear; (j1) (j2) RIHR-CRM
    Fig. 7. Color reconstruction results for local patches with 100 pixel ×100 pixel patch size in the Kodak data set by different methods. (a1) (a2) Reference image; (b1) (b2) Standard; (c1) (c2) Pan+PCA; (d1) (d2) Pan+BT; (e1) (e2) Pan+IHS; (f1) (f2) Pan+GS; (g1) (g2) Pan+HCM; (h1) (h2) AP; (i1) (i2) Bilinear; (j1) (j2) RIHR-CRM
    Color reconstruction results for local patches with 100 pixel ×100 pixel patch size in real scenes by different methods. (a1) (a2) Reference image; (b1) (b2) Standard; (c1) (c2) Pan+PCA; (d1) (d2) Pan+BT; (e1) (e2) Pan+IHS; (f1) (f2) Pan+GS; (g1) (g2) Pan+HCM; (h1) (h2) AP; (i1) (i2) Bilinear; (j1) (j2) RIHR-CRM
    Fig. 8. Color reconstruction results for local patches with 100 pixel ×100 pixel patch size in real scenes by different methods. (a1) (a2) Reference image; (b1) (b2) Standard; (c1) (c2) Pan+PCA; (d1) (d2) Pan+BT; (e1) (e2) Pan+IHS; (f1) (f2) Pan+GS; (g1) (g2) Pan+HCM; (h1) (h2) AP; (i1) (i2) Bilinear; (j1) (j2) RIHR-CRM
    Color correction results for images in real scenes
    Fig. 9. Color correction results for images in real scenes
    MethodPSNRSSIMAE /(°)ΔEabNV /105Tenenbaum gradient /107Brenner gradient /104
    Standard27.89580.89968.29314.62241.07378.97882.3830
    Pan+PCA30.73910.97228.60454.63321.02278.93422.6498
    Pan+BT30.34430.97158.55204.71631.17699.41563.3962
    Pan+IHS31.14600.97108.23954.40541.02288.94072.6481
    Pan+GS30.98670.97168.48024.57431.02348.94212.6656
    Pan+HCM26.64980.81007.73806.30520.98408.77581.5265
    Bilinear29.98750.94237.27014.64201.07498.97792.3075
    AP34.39740.98366.25523.13031.10019.04332.5763
    RIHR-CRM35.07810.98315.31472.59051.11908.24012.7829
    Table 1. Average objective evaluation results of 24 images in the Kodak data set
    MethodPSNRSSIMAE /(°)ΔEabNV /105Tenenbaum gradient /107Brenner gradient /104
    Standard32.17820.93976.88663.51402.383716.00111.4930
    Pan+PCA35.05700.98816.97973.22652.352715.99211.6205
    Pan+BT35.07570.98796.84453.24652.353415.99581.6301
    Pan+IHS35.08010.98786.98693.23342.352715.99291.6160
    Pan+GS35.07500.98796.98273.24652.353015.99311.6230
    Pan+HCM33.11370.95766.55043.53082.317815.89171.2117
    Bilinear39.80640.98893.67761.67202.422816.01291.4732
    AP39.55360.98764.11821.90042.437316.03441.5414
    RIHR-CRM39.92370.99073.93442.56872.526717.76301.7438
    Table 2. Average objective evaluation results of 15 natural images in real scenes
    Hailin Wang, Zhenghao Han, Li Li, Su Qiu, Weiqi Jin. Residual and High-frequency Replacement Based Color Reconstruction Method for SONY-RGBW Array[J]. Laser & Optoelectronics Progress, 2021, 58(20): 2004001
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