Laser & Optoelectronics Progress, Volume. 56, Issue 15, 151203(2019)

Quantization Error Restraining of Virtual Structured-Light Three-Dimensional Data Compression Algorithm

Yingchun Wu1, Yiping Cao2、*, Congjian Ji1, Anhong Wang1, and Xianling Zhao1
Author Affiliations
  • 1 School of Electronic and Information Engineering, Taiyuan University of Science and Technology, Taiyuan, Shanxi 0 30024, China
  • 2 School of Electronics and Information Engineering, Sichuan University, Chengdu, Sichuan 610064, China
  • show less
    Figures & Tables(14)
    Comparison of relative and absolute phase unwrapping. (a) Principles of absolute and relative phase unwrapping; (b) relative and absolute phase unwrapping results
    Improved data decoding
    3D point cloud distribution of mask
    2D images after encoded. (a) Fringe pattern of channel R; (b) fringe pattern of channel G; (c) fringe pattern of channel B
    Decoding results of traditional method
    Data changing in channel B. (a) Raw data of channel B; (b) data with quantization error after suppression and storage
    Phase unwrapping results. (a) Relative phase unwrapping results; (b) absolute phase unwrapping results; (c) corrected results
    New decoded data of 3D point cloud
    3D point cloud data distribution. (a) Mask; (b) mickey; (c) statue; (d) ball abutment; (e) cone abutment; (f) hemisphere
    Comparisons of decoding results of two methods when compression ratio is 1∶48.3. (a) 3D data to be encoded; (b) decoding results of proposed method; (c) decoding results of method in Ref. [13]; (d) error distribution of proposed method; (e) error distribution of method in Ref. [13]
    Comparisons of decoding results of two methods when compression ratio is 1∶70.7. (a) 3D data to be encoded; (b) decoding results of proposed method; (c) decoding result of method in Ref. [13]; (d) error distribution of proposed method; (e) error distribution of method in Ref. [13]
    • Table 1. PSNR comparisons of two decoding methods

      View table

      Table 1. PSNR comparisons of two decoding methods

      Decoding methodMaskMickeyStatueBall abutmentCone abutmentHemisphere
      Traditional method40.404754.444838.351547.410647.018645.7326
      After quantization error suppression63.834481.822256.133060.065066.591559.4934
    • Table 2. RMSE comparisons of two decoding methods

      View table

      Table 2. RMSE comparisons of two decoding methods

      Decoding methodMaskMickeyStatueBall abutmentCone abutmentHemisphere
      Traditional method2.43390.60863.08291.08641.13661.3180
      After quantization error suppression0.16400.02070.39800.25310.11940.2703
    • Table 3. Decoding accuracy comparisons of two methods (RMSE)

      View table

      Table 3. Decoding accuracy comparisons of two methods (RMSE)

      Quantization errorrestraining methodCompressionratio: 1∶48.3Compressionratio: 1∶70.7
      Proposed method0.02140.0289
      Ref. [13] method0.02350.0323
    Tools

    Get Citation

    Copy Citation Text

    Yingchun Wu, Yiping Cao, Congjian Ji, Anhong Wang, Xianling Zhao. Quantization Error Restraining of Virtual Structured-Light Three-Dimensional Data Compression Algorithm[J]. Laser & Optoelectronics Progress, 2019, 56(15): 151203

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Feb. 19, 2019

    Accepted: Mar. 7, 2019

    Published Online: Aug. 5, 2019

    The Author Email: Yiping Cao (ypcao@scu.edu.cn)

    DOI:10.3788/LOP56.151203

    Topics