• Infrared and Laser Engineering
  • Vol. 49, Issue 5, 20190463 (2020)
Zheyan Jin, Zhihai Xu, Huajun Feng, and Qi Li
Author Affiliations
  • State Key Laboratory of Modern Optical Instrumentation, Zhejiang University, Hangzhou 310007, China
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    DOI: 10.3788/IRLA20190463 Cite this Article
    Zheyan Jin, Zhihai Xu, Huajun Feng, Qi Li. Research on zoom algorithm based on dual resolution camera[J]. Infrared and Laser Engineering, 2020, 49(5): 20190463 Copy Citation Text show less
    Field of view change during focusing
    Fig. 1. Field of view change during focusing
    Depth information extraction based on focus real shot image
    Fig. 2. Depth information extraction based on focus real shot image
    Different focus positions impact depth information extraction
    Fig. 3. Different focus positions impact depth information extraction
    Main algorithm flow chart
    Fig. 4. Main algorithm flow chart
    Comparison of different size depth image patches
    Fig. 5. Comparison of different size depth image patches
    Real shot image focus based large size block matching migration results
    Fig. 6. Real shot image focus based large size block matching migration results
    Size depth matrix size4 000×3 000 (original image)
    20×2050×50100×100200×200500×500
    Computing time6.6116.1154.60188.841 114.69
    Table 1. Calculation time of different size depth matrix (Unit:s)
    Image evaluation functionImage processing algorithms 500×500
    Label(f)Paste(a)SRCNN(e)In the paper(b)In the paper(c)In the paper(d)
    PSNR25.8527.4024.4724.2124.19
    SSIM0.86650.736 40.817 30.812 60.811 0
    MSE169.08118.28232.31246.41247.65
    Laplace379.16263.50289.49278.16278.44278.12
    Table 2. Comparison of image processing results of different algorithms
    ImageRelative calculation timePeak memory overhead/GB
    BISRCNNoursours+BISRNNoursours+
    Note: “ours+” is the algorithm of this paper using multiple depth matrix, such as the paper(c) and paper(d) in Tab.2。
    4 000×3 000×1233141.013.28.3
    500×500×31166111.011.77.97.9
    Table 3. Image calculation time and memory overhead of different algorithms
    Zheyan Jin, Zhihai Xu, Huajun Feng, Qi Li. Research on zoom algorithm based on dual resolution camera[J]. Infrared and Laser Engineering, 2020, 49(5): 20190463
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