• Laser & Optoelectronics Progress
  • Vol. 55, Issue 4, 041014 (2018)
Xiaonan Chen, Shufang Zhang*, and Zhichun Lei
Author Affiliations
  • School of Microelectronics, Tianjin University, Tianjin 300072, China
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    DOI: 10.3788/LOP55.041014 Cite this Article Set citation alerts
    Xiaonan Chen, Shufang Zhang, Zhichun Lei. High Dynamic Range Image Generation Method by Fusing Multi-Level Gamma-Transformed Images[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041014 Copy Citation Text show less
    Flow chart of HDR image generated by proposed method
    Fig. 1. Flow chart of HDR image generated by proposed method
    Partition process of image. (a) Original image; (b) histogram of luminance distribution in original image; (c) histogram of luminance accumulated probability; (d) partition result of luminance grade in original image
    Fig. 2. Partition process of image. (a) Original image; (b) histogram of luminance distribution in original image; (c) histogram of luminance accumulated probability; (d) partition result of luminance grade in original image
    Generation process of HDR image from LDR image of Wreath Building. (a) Original image; (b) partition result of luminance grade in original image; (c) Gamma transform result with γ1=0.7494; (d) Gamma transform result with γ2=1.0000; (e) Gamma transform result with γ3=1.8694; (f) Gamma transform result with γ4=3.1372; (g) HDR image fused by (c), (d), (e) and (f)
    Fig. 3. Generation process of HDR image from LDR image of Wreath Building. (a) Original image; (b) partition result of luminance grade in original image; (c) Gamma transform result with γ1=0.7494; (d) Gamma transform result with γ2=1.0000; (e) Gamma transform result with γ3=1.8694; (f) Gamma transform result with γ4=3.1372; (g) HDR image fused by (c), (d), (e) and (f)
    Comparison of HDR images generated by PMET and proposed method with original images. (a) Original images; (b) PMET method; (c) proposed method
    Fig. 4. Comparison of HDR images generated by PMET and proposed method with original images. (a) Original images; (b) PMET method; (c) proposed method
    AlgorithmWreathOfficeMorningClockDisplayChurchFribourg
    PMET method3.08293.02342.35552.89092.50562.63003.2014
    Proposed method3.24783.04232.91123.07793.03783.05523.3582
    Table 1. Information entropy of HDR images generated by two methodsbit
    AlgorithmWreathOfficeMorningClockDisplayChurchFribourg
    PMET method14.720810.708020.49579.171213.78107.17737.8528
    Proposed method15.162611.942021.547310.957414.46428.61978.1130
    Table 2. Average gradient of HDR images generated by two methods
    AlgorithmWreathOfficeMorningClockDisplayChurchFribourg
    PMET method35.229524.187620.844333.081528.443727.194226.7511
    Proposed method7.34689.320613.950410.17835.24903.710816.6267
    Table 3. Chromatic aberration of HDR images generated by two methods with original images
    AlgorithmWreathOfficeMorningClockDisplayChurchFribourg
    PMET method0.9770.8321.0231.1310.9660.9461.299
    Proposed method0.5570.4820.5200.5450.5540.5800.647
    Table 4. Time consumption to generate HDR images from seven test LDR images by two methodss
    Xiaonan Chen, Shufang Zhang, Zhichun Lei. High Dynamic Range Image Generation Method by Fusing Multi-Level Gamma-Transformed Images[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041014
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