Chinese Journal of Lasers, Volume. 49, Issue 13, 1309001(2022)

Distortion-Invariant Target Recognition Based on Multichannel Joint Transform Correlator

Chao Lin1、*, Yanli Han1, Shuli Lou2, Pei Liu1, Wenlong Zhang3, and Zikang Yang3
Author Affiliations
  • 1School of Aviation of Operations and Support, Naval Aviation University, Yantai 264000, Shandong, China
  • 2School of Opto-Electronic Information Science and Technology, Yantai University, Yantai 264000, Shandong, China
  • 3Unit 92485 of PLA, Dalian 116041, Liaoning, China
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    Figures & Tables(19)
    3D optical setup of nine-channel JTC
    Flow chart for phase optimization algorithm
    Captured image for compression of JPS in Fourier plane
    SDF images synthesized with 5 training images under different scaling sizes when initial angle is 0° and angle interval is 70°
    Schematic of joint images on the input plane
    Relationship among SPCP with rotation angles and number of channels (preferred phases are chosen based on L-PCM, the first channels are marked with red margins). (a) 3D histogram; (b) 2D unfold chart
    Correlation outputs without and with preferred phases. (a) Correlation output without preferred phase; (b) correlation output with public preferred phase (original background); (c) correlation output with public preferred phase (simple background)
    Relationship among SPCP with rotation angles and number of channels (preferred phases are chosen based on variation of position of correlation peak, the right ones are marked with dotted lines and solid margins). (a) 1st4th channels (scaling size is 0.8); (b) 5th~8th channels (scaling size is 1.0); (c) 9th channel (2D unfold chart, and scaling size is 0.6)
    Workflow of proposed distortion-invariant multiple channeled JTC
    Variation of position of correlation peak and correlation output at scaling size of 0.4. (a) Relationship between variation of pixel position of CPI with running times; (b) correlation output without preferred phase; (c) correlation output with public preferred phase
    Variation of position of correlation peak and correlation output at scaling size of 0.6. (a) Relationship between variation of pixel position of CPI and running times; (b) correlation output without preferred phase; (c) correlation output with public preferred phase
    Relationship among SPCP with rotation angles and number of channels (SDF synthesized with 7 training images and
    SPCP diagram and variation of position of correlation peak (SDF synthesized with 9 training images and scaling size of 1.0). (a) Relationship among SPCP with rotation angles and number of channels; (b) relationship between variation of pixel position of CPI with running times
    Variation of position of correlation peak with running times (SDF synthesized with 11 training images and scaling size of 1.0)
    Scene images with varied background. (a) Original background; (b) background with slight variation; (c) background with large variation; (d) complex background
    Relationship among SPCP with rotation angles and number of channels (background with slight variation, SDF synthesized with 5 training images, and scaling size of 1.0)
    Relationship among SPCP with rotation angles and number of channels (background with large variation, SDF synthesized with 5 training images, and scaling size of 1.0)
    Relationship among SPCP with rotation angles and number of channels (complex background with recalculated phases, SDF synthesized with 5 training images, and scaling size of 1.0)
    • Table 1. Relationship between minimum threshold of phase optimization constraint and number of SDF synthesized images

      View table

      Table 1. Relationship between minimum threshold of phase optimization constraint and number of SDF synthesized images

      Number of synthesized images567911
      Minimum threshold134512
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    Chao Lin, Yanli Han, Shuli Lou, Pei Liu, Wenlong Zhang, Zikang Yang. Distortion-Invariant Target Recognition Based on Multichannel Joint Transform Correlator[J]. Chinese Journal of Lasers, 2022, 49(13): 1309001

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    Paper Information

    Category: holography and information processing

    Received: Sep. 26, 2021

    Accepted: Dec. 14, 2021

    Published Online: Jun. 27, 2022

    The Author Email: Lin Chao (vestigelinchao@163.com)

    DOI:10.3788/CJL202249.1309001

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