Acta Optica Sinica, Volume. 40, Issue 1, 0111015(2020)

High Resolution Nonperiodic View Extraction Algorithm Based on Light Field

Jing Peng1,2, Hui Li1,2,3、*, and Yuntao Wu1,2、**
Author Affiliations
  • 1School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei 430205, China
  • 2Hubei Key Laboratory of Intelligent Robot, Wuhan, Hubei 430205, China
  • 3School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
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    Figures & Tables(11)
    Image acquired by imaging system based on microlens array. (a) Light field data; (b) local magnification
    Relationship between view angle and projection point
    Views formed by periodically extracted pixel units
    Relationship between view point and projection point
    Relationship between synthetic view point and projection area
    Flowchart of nonperiodic algorithm
    Views extracted by two algorithms. (a) View of periodic algorithm; (b) view of nonperiodic algorithm; (c)(d) binarization results of Fig. 7(a) and Fig. 7(b); (e)(f) outline extraction results of Fig. 7(a) and Fig. 7(b); (g)(h) local magnification of Fig. 7(a) and Fig. 7(b)
    Views formed by pixel blocks extracted by nonperiodic algorithm. (a)-(c) Sizes of pixel blocks are 1×1, 2×2, and 3×3; (d)-(i) local magnification of corresponding views
    High resolution views obtained by two algorithms. (a) View of bicubic interpolation algorithm; (b) view of nonperiodic algorithm; (c)-(f) local magnification of corresponding views
    Histogram for image quality comparison
    • Table 1. Image quality comparison

      View table

      Table 1. Image quality comparison

      Group No.AlgorithmBrennerTenengradSMDSMD2Energy
      Group1Non-periodically24.7270394.2050172.95693.661690.0826
      Periodically8.8478304.335927.85933.651716.1535
      Group2Non-periodically8.4676466.242623.74272.232010.4091
      Periodically2.8180382.714610.37261.40905.6360
      Group3Non-periodically39.3739460.242695.90459.877254.0943
      Periodically15.0085414.620056.57607.270329.3990
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    Jing Peng, Hui Li, Yuntao Wu. High Resolution Nonperiodic View Extraction Algorithm Based on Light Field[J]. Acta Optica Sinica, 2020, 40(1): 0111015

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    Paper Information

    Category: Special Issue on Computational Optical Imaging

    Received: Jul. 2, 2019

    Accepted: Sep. 9, 2019

    Published Online: Jan. 6, 2020

    The Author Email: Li Hui (lihui00317@163.com), Wu Yuntao (ytwu@sina.com)

    DOI:10.3788/AOS202040.0111015

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