Laser & Optoelectronics Progress, Volume. 62, Issue 8, 0820001(2025)

Image Detection Algorithm for Optical Data Storage Based on Sobel Filtering

Ziquan Wang, Bo Zhang, Zhuo Wang*, and Jianrong Qiu**
Author Affiliations
  • State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou 310027, Zhejiang , China
  • show less
    Figures & Tables(8)
    Flowchart of the detection algorithm based on Sobel filtering
    Microscopic image of multilayer optical data storage lattice
    (a) Original image; (b) preprocessed image
    Binary image after binarization with variable threshold
    Draw grids for a lattice diagram
    Images of shallow layer .(a) Original image; (b) image after Sobel filtering; (c) grid image
    Images of deep layer .(a) Original image; (b) image after Sobel filtering; (c) grid image
    • Table 1. The accuracy of data reading using different detection algorithms

      View table

      Table 1. The accuracy of data reading using different detection algorithms

      MethodLayer 1Layer 2Layer 3Layer 4Layer 5Layer 6Layer 7Layer 8
      Traditional threshold method99.91799.67699.33399.15798.82497.54295.92591.620
      Difference detection method99.75099.65798.66799.33395.500
      Edge detection method99.93599.15799.45499.54398.32498.32492.741
      Proposed method99.93599.93599.91799.72299.67699.78799.75099.722
    Tools

    Get Citation

    Copy Citation Text

    Ziquan Wang, Bo Zhang, Zhuo Wang, Jianrong Qiu. Image Detection Algorithm for Optical Data Storage Based on Sobel Filtering[J]. Laser & Optoelectronics Progress, 2025, 62(8): 0820001

    Download Citation

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

    Category: Optics in Computing

    Received: Jul. 25, 2024

    Accepted: Sep. 24, 2024

    Published Online: Apr. 2, 2025

    The Author Email: Zhuo Wang (wzsunflower@zju.edu.cn), Jianrong Qiu (qjr@zju.edu.cn)

    DOI:10.3788/LOP241740

    CSTR:32186.14.LOP241740

    Topics