Acta Optica Sinica, Volume. 39, Issue 8, 0815001(2019)

Multi-Objective Fast Ranging Method Based on Microlens Array Light Field Camera

Fusheng Sun* and Xie Han
Author Affiliations
  • School of Data Science and Technology, North University of China, Taiyuan, Shanxi 030051, China
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    Figures & Tables(15)
    Parametric representation of light field camera in two planes
    Light field imaging structure
    Principle of image depth extraction
    Structural diagram of the algorithm
    Original image and local enlarged images. (a) Original image; (b) local enlarged image; (c) local two-time enlarged image
    Super-resolution recovery results. (a) Original image; (b) local enlarged image 1; (c) local enlarged image 2; (d) local two-time enlarged image 3
    Re-focusing image sequence. (a) Original image; (b) refocus image sequence (36 pieces)
    Schematic of the patch
    Standard value measurement of the patch. (a) Distance is 5 cm; (b) distance is 10 cm; (c) distance is 20 cm
    Standard value measurement of the patch. (a) Literature data; (b) data in this paper
    Algorithm validation. (a) Results of algorithm in literature; (b) results of proposed algorithm
    Six groups of target images to be measured. The distance of target 1 is fixed as 20 cm, and the distance of target 2 is (a) 25 cm; (b) 30 cm; (c) 40 cm; (d) 50 cm; (e) 60 cm; (f) 70 cm
    Four groups of target images to be measured. (a) 3 targets; (b) 7 targets; (c) 10 targets; (d) 12 targets
    • Table 1. Experiment 1 datacm

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      Table 1. Experiment 1 datacm

      Experiment 1Fig. 12(a)Fig. 12(b)Fig. 12(c)Fig. 12(d)Fig. 12(e)Fig. 12(f)
      Actual distance of target 1202020202020
      Experimental distance of target 119.86820.15319.91219.93019.89520.064
      Actual distance of target 2253040506070
      Experimental distance of target 224.73329.61739.38949.05157.81666.175
    • Table 2. Experiment 2 data

      View table

      Table 2. Experiment 2 data

      Experiment 2Fig. 13(a)Fig. 13(b)Fig. 13(c)Fig. 13(d)
      Number of objects371012
      Measured number361012
      Direct algorithm time /s6.517613.658325.817441.2637
      Indirect algorithm time /s12.136122.156931.703340.8609
      The shortest time of composition algorithms /s6.517613.658325.817438.9540
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    Fusheng Sun, Xie Han. Multi-Objective Fast Ranging Method Based on Microlens Array Light Field Camera[J]. Acta Optica Sinica, 2019, 39(8): 0815001

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    Paper Information

    Category: Machine Vision

    Received: Feb. 28, 2019

    Accepted: Apr. 1, 2019

    Published Online: Aug. 7, 2019

    The Author Email: Fusheng Sun (fs2699@163.com)

    DOI:10.3788/AOS201939.0815001

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