Laser & Optoelectronics Progress, Volume. 57, Issue 8, 081001(2020)

Image Background Blurring Algorithm Based on Color Constancy

Xiaoying Li*, Hengjie Yang, Zheng Yan, Fang Lian, and Meiqin Wu
Author Affiliations
  • College of Information Science and Engineering, Huaqiao University, Xiamen, Fujian 361021, China
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    Figures & Tables(10)
    Flow diagram of image background blurring based on color constancy
    Image comparison. (a) Original image; (b) image after color constancy processing
    Comparison of two estimation depth maps. (a) tc; (b) tv
    Image processed by soft matting algorithm.(a)Processing of Fig. 3(a1); (b) processing of Fig.3(a2); (c) processing of Fig.3(a3); (d) processing of Fig.3(a4)
    Foreground and background of the image.(a) Foreground image; ( b) background image
    Pixel change map after Gaussian filtering
    Contrast image before and after image background blurring processing. (a) Before blurring processing; (b) after blurring processing
    • Table 1. Image blurring algorithm and number of cameras for different type of telephones

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      Table 1. Image blurring algorithm and number of cameras for different type of telephones

      ItemHUAWEI mate20iPhone XVivo x27Our paper
      Number2221
      Methodbinocular depthestimationbinocular depthestimationbinocular depthestimationmonocular depthestimation
    • Table 2. Comparison of performance of several algorithms

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      Table 2. Comparison of performance of several algorithms

      AlgorithmProcessing objectAuto completionMonocular/Binocular
      Literature[1]variousyesbinocular
      Literature[22]variousnomonocular
      Literature[24]singleyesmonocular
      Our papervariousyesmonocular
    • Table 3. Results of the investigation on the effect evaluation of background blurring

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      Table 3. Results of the investigation on the effect evaluation of background blurring

      EvaluationFig.7(b1)Fig.7(b2)Fig.7(b3)Fig.7(b4)Test accuracy /%
      Correct16016014316089.375
      Error0017010.625
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    Xiaoying Li, Hengjie Yang, Zheng Yan, Fang Lian, Meiqin Wu. Image Background Blurring Algorithm Based on Color Constancy[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081001

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    Paper Information

    Category: Image Processing

    Received: Jul. 3, 2019

    Accepted: Sep. 6, 2019

    Published Online: Apr. 3, 2020

    The Author Email: Li Xiaoying (384505832@qq.com)

    DOI:10.3788/LOP57.081001

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