Chinese Journal of Lasers, Volume. 48, Issue 7, 0709001(2021)

Phase Splicing Method Based on Multi-Algorithm Fusion in Holography

Zhongsi Xie, Tiantai Guo, Wei Liu*, Ming Kong, Daodang Wang, and Ling Hao
Author Affiliations
  • College of Metrology and Measurement Engineering, China Jiliang University, Hangzhou, Zhejiang 310018, China
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    Figures & Tables(13)
    Algorithm flow chart
    Reflective off-axis digital holography experimental system. (a) Experimental light path diagram; (b) digital holography setup
    Holograms and reproduced phase distributions of each sub-aperture. (a)--(d) Holograms of each sub-aperture; (e)--(h) reproduced phase distributions of each sub-aperture
    Phase distributions of sub-aperture of longitudinal splicing. (a) Upper half phase distribution; (b) lower half phase distribution
    Corner detection and filtering in overlapping area of longitudinal splicing. (a)(b) Overlapping region of sub-aperture phase diagram; (c)(d) Harris corner detection in overlapping region; (e)(f) Harris corner filtering
    Registration of feature points of longitudinal splicing. (a) Feature point registration map of NCC algorithm; (b) result chart of mismatch point pair elimination; (c) best match point pair
    Comparison of the results of each phase stitching algorithms. (a)(f) Harris; (b)(g) SIFT; (c)(h) Susan; (d)(i) FS; (e)(j) proposed algorithm
    Section curve map
    Image measured by image measuring instrument
    Prewitt operator edge detection image contour. (a) Harris; (b) SIFT; (c) Susan; (d) FS; (e) proposed algorithm; (f) image map
    • Table 1. Comparison of structural similarity between each algorithm and image map

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      Table 1. Comparison of structural similarity between each algorithm and image map

      AlgorithmHarrisSIFTSusanFSProposed algorithm
      Cosine similarity0.2450.8380.7250.7400.914
      Euclidean distance9.3185.2505.8504.8063.615
    • Table 2. Data comparison of each phase splicing algorithm

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      Table 2. Data comparison of each phase splicing algorithm

      AlgorithmHarrisSIFTSusanFSProposed algorithm
      Matching success rate /%40.0038.0048.0028.0080.00
      Matching time /s1.63659.91615.3212.8301.689
    • Table 3. Matching time of each phase stitching algorithm for hierarchical splicing unit: s

      View table

      Table 3. Matching time of each phase stitching algorithm for hierarchical splicing unit: s

      AlgorithmHarrisSIFTSusanFSProposed algorithm
      Horizontal splicing0.50918.0313.9200.6870.539
      Longitudinal splicing0.61823.8547.4811.4560.623
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    Zhongsi Xie, Tiantai Guo, Wei Liu, Ming Kong, Daodang Wang, Ling Hao. Phase Splicing Method Based on Multi-Algorithm Fusion in Holography[J]. Chinese Journal of Lasers, 2021, 48(7): 0709001

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    Paper Information

    Category: holography and information processing

    Received: Sep. 9, 2020

    Accepted: Oct. 29, 2020

    Published Online: Apr. 2, 2021

    The Author Email: Liu Wei (liuw@cjlu.edu.cn)

    DOI:10.3788/CJL202148.0709001

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