Journals Articles Conferences News About CLP
Submit a paper Email Alert
Search
Search
Articles
Journals
News
Advanced Search
Top Searches
2D MaterialsTransformation opticsQuantum PhotonicsSmall lasersSemiconductor UV PhotonicsSupersymmetric microring laser arrays

Optics and Precision Engineering, Volume. 31, Issue 23, 3482(2023)

Automatic segmentation of choroid by TransGLnet integrating attention mechanism

Wenbo HUANG*... Chaofan QU and Yang YAN |Show fewer author(s)
Author Affiliations
  • School of Computer Science and Technology， Changchun Normal University，Changchun130032， China
    • show less
    AbstractGet PDF(in Chinese)
    Figures&Tables (9)
    Equations (9)
    References (22)
    Tools
    Paper Information
    Topics
    Figures & Tables(9)
    Overall framework of TransGLnet

    Fig. 1. Overall framework of TransGLnet

    Download full size
    View in Article
    Structure of global attention module

    Fig. 2. Structure of global attention module

    Download full size
    View in Article
    Process of local attention module

    Fig. 3. Process of local attention module

    Download full size
    View in Article
    Schematic of feature fusion process

    Fig. 4. Schematic of feature fusion process

    Download full size
    View in Article
    Choroidal labeling process

    Fig. 5. Choroidal labeling process

    Download full size
    View in Article
    Visualization of choroid segmentation example results

    Fig. 6. Visualization of choroid segmentation example results

    Download full size
    View in Article
    Visualization of results of lung segmentation example

    Fig. 7. Visualization of results of lung segmentation example

    Download full size
    View in Article
    Ablation experiment results

    Fig. 8. Ablation experiment results

    Download full size
    View in Article

    • Table 1. Comparison of choroid segmentation results among different networks

      View table
      View in Article

      Table 1. Comparison of choroid segmentation results among different networks

      NetDiceAccMIOUF1_scoreHD
      U-Net0.870.970.870.878.34
      AttU-Net0.860.970.860.868.43
      R2U-Net0.880.970.880.887.25
      R2AU-Net0.870.970.880.877.79
      TransUnet0.810.960.830.9010.32
      Swin-Unet0.860.970.860.868.41
      Ours0.910.980.890.916.56
    Tools

    Get Citation

    Copy Citation Text

    Wenbo HUANG, Chaofan QU, Yang YAN. Automatic segmentation of choroid by TransGLnet integrating attention mechanism[J]. Optics and Precision Engineering, 2023, 31(23): 3482

    Download Citation

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

    Category:

    Received: Jun. 15, 2023

    Accepted: --

    Published Online: Jan. 5, 2024

    The Author Email: HUANG Wenbo (huangwenbo@sina.com)

    DOI:10.37188/OPE.20233123.3482

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology