Acta Optica Sinica, Volume. 43, Issue 3, 0311001(2023)

Configuration Optimization of Optical Tomography Based on Genetic Algorithm

Xiaozhao Zheng, Jiyang Yao, Huajun Li*, and Shanen Yu
Author Affiliations
  • School of Automation, Hangzhou Dianzi University, Hangzhou 310018, Zhejiang, China
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    Figures & Tables(10)
    Geometry of one laser beam through tomography field
    Regular configuration with 25 emitters and 25 receivers. (a) Structure of sensor; (b) schematic diagram of beam distribution; (c) sensitivity map; (d) angular location distribution
    Reconstruction error varying with uniformity coefficient
    Optimization based on genetic algorithm
    Optimization results of genetic algorithm. (a) Iteration process of genetic algorithm; (b) schematic diagram of sensor arrangement of optimized configuration
    Beam distribution map and sensitivity map. (a)-(c) Beam distribution map; (d)-(f) sensitivity map
    Specific distributions of five structures. (a) Single phantom with "hard-edge"; (b) double phantoms with "hard-edge"; (c) Gaussian phantom with "soft-edge"; (d) cross structure with "hard-edge"; (e) concave structure with "hard-edge"
    Reconstruction results of three configurations. (a)(d)(g)(j)(m) Random configuration; (b)(e)(h)(k)(n) regular configuration; (c)(f)(i)(l)(o) optimized configuration
    Local reconstruction error at central axis of random configuration, regular configuration and optimized configuration. (a) Random configuration; (b) regular configuration; (c) optimized configuration
    • Table 1. Reconstruction errors of different configurations

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      Table 1. Reconstruction errors of different configurations

      Distribution typeScene 1Scene 2Scene 3Scene 4Scene 5
      Random configuration15.5422.3616.0919.5933.74
      Regular configuration14.6620.8016.6822.8327.68
      Optimized configuration11.5718.3913.0718.6025.15
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    Xiaozhao Zheng, Jiyang Yao, Huajun Li, Shanen Yu. Configuration Optimization of Optical Tomography Based on Genetic Algorithm[J]. Acta Optica Sinica, 2023, 43(3): 0311001

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    Paper Information

    Category: Imaging Systems

    Received: Jun. 2, 2022

    Accepted: Aug. 9, 2022

    Published Online: Feb. 13, 2023

    The Author Email: Li Huajun (hjli@hdu.edu.cn)

    DOI:10.3788/AOS221240

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