Retinal Vessel Segmentation Techniques: A Review

被引:0
|
作者
Bansal, Mishal [1 ]
Singh, Navdeep [1 ]
机构
[1] Punjabi Univ Patiala, Patiala, Punjab, India
关键词
Gabor filter; median filter; AHE Clustering; MATCHED-FILTER;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Image Segmentation is a process of partitioning a digital image into multiple segments. Retinal Vessel segmentation is a procedure to extract the various blood vessels to diagnose various diseases such as diabetic retinopathy. Most of the diabetic patients generally have retinopathy disorders that can be seen by vessel segmentation. In this paper, various techniques have been evaluated and it has been observed that retinal vessel segmentation using hybrid filters is the best technique in terms of accuracy.
引用
收藏
页码:442 / 447
页数:6
相关论文
共 50 条
  • [41] A Hybrid Unsupervised Approach for Retinal Vessel Segmentation
    Khan, Khan Bahadar
    Siddique, Muhammad Shahbaz
    Ahmad, Muhammad
    Mazzara, Manuel
    BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [42] Evolutionary Architecture Optimization for Retinal Vessel Segmentation
    Kus, Zeki
    Kiraz, Berna
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (12) : 5895 - 5903
  • [43] Blood vessel segmentation in pathological retinal image
    Han, Zhe
    Yin, Yilong
    Meng, Xianjing
    Yang, Gongping
    Yan, Xiaowei
    2014 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2014, : 960 - 967
  • [44] DUNet: A deformable network for retinal vessel segmentation
    Jin, Qiangguo
    Meng, Zhaopeng
    Tuan D Pham
    Chen, Qi
    Wei, Leyi
    Su, Ran
    KNOWLEDGE-BASED SYSTEMS, 2019, 178 : 149 - 162
  • [45] Retinal vessel segmentation using multifractal characterization
    Palanivel, Dhevendra Alagan
    Natarajan, Sivakumaran
    Gopalakrishnan, Sainarayanan
    APPLIED SOFT COMPUTING, 2020, 94
  • [46] Deep Angiogram: Trivializing Retinal Vessel Segmentation
    Hu, Dewei
    Yao, Xing
    Wang, Jiacheng
    Tao, Yuankai K.
    Oguz, Ipek
    MEDICAL IMAGING 2023, 2023, 12464
  • [47] Illumination correction by dehazing for retinal vessel segmentation
    Savelli, Benedetta
    Bria, Alessandro
    Galdran, Adrian
    Marrocco, Claudio
    Molinara, Mario
    Campilho, Aurelio
    Tortorella, Francesco
    2017 IEEE 30TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2017, : 219 - 224
  • [48] Dynamic Deep Networks for Retinal Vessel Segmentation
    Khanal, Aashis
    Estrada, Rolando
    FRONTIERS IN COMPUTER SCIENCE, 2020, 2
  • [49] Boosting sensitivity of a retinal vessel segmentation algorithm
    Mohammad A. U. Khan
    Tariq M. Khan
    Toufique Ahmed Soomro
    Nighat Mir
    Junbin Gao
    Pattern Analysis and Applications, 2019, 22 : 583 - 599
  • [50] DENSE RESIDUAL NETWORK FOR RETINAL VESSEL SEGMENTATION
    Guo, Changlu
    Szemenyei, Morton
    Yi, Yugen
    Xue, Ying
    Zhou, Wei
    Li, Yangyuan
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 1374 - 1378