Laser & Optoelectronics Progress, Volume. 62, Issue 4, 0417001(2025)

Multiscale Feature and Attention Mechanism for Blood Vessel Segmentation in Fundus Images

Guangcen Ma1,2、*, Jinzhi Zhou1,2, Haoyang He1,2, and Saifeng Li1,2
Author Affiliations
  • 1School of Information Engineering, Southwest University of Science and Technology, Mianyang 621000, Sichuan , China
  • 2Robot Technology Used for Special Environment Key Laboratory of Sichuan Province, Mianyang 621000, Sichuan , China
  • show less
    References(26)

    [3] Liu Y J, Wang C C, Meng J et al. Progress in high-resolution vascular imaging and quantification (invited)[J]. Laser & Optoelectronics Progress, 61, 0211026(2024).

    [6] Wang C Y, Guan Z Y, Wu Y D et al. Retinal blood vessel segmentation algorithm based on multidirectional filtering[J]. Laser & Optoelectronics Progress, 59, 0817002(2022).

    [9] Zhang L, Wu C, Fan X Y et al. Retinal vessel segmentation via self-adaptive compensation network[J]. Acta Optica Sinica, 43, 1418001(2023).

    [11] Liang L M, Yu J, Zhou L S et al. Multiscale dense attention network for retinal vessel segmentation[J]. Laser & Optoelectronics Progress, 60, 0610011(2023).

    [15] Qin J H, Li Z Z, Feng J L. Research on retinal vessel segmentation based on Shuffle-Unet[J]. Electronic Measurement Technology, 45, 117-124(2022).

    [16] Liang L M, Feng J, Pen R J et al. U-shaped retinal vessel segmentation combining multi-label loss and dual attention[J]. Journal of Computer-Aided Design & Computer Graphics, 35, 75-86(2023).

    Tools

    Get Citation

    Copy Citation Text

    Guangcen Ma, Jinzhi Zhou, Haoyang He, Saifeng Li. Multiscale Feature and Attention Mechanism for Blood Vessel Segmentation in Fundus Images[J]. Laser & Optoelectronics Progress, 2025, 62(4): 0417001

    Download Citation

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

    Category: Medical Optics and Biotechnology

    Received: Jun. 12, 2024

    Accepted: Jul. 9, 2024

    Published Online: Feb. 11, 2025

    The Author Email:

    DOI:10.3788/LOP241471

    CSTR:32186.14.LOP241471

    Topics