Implementation of Segmentation of Blood Vessels in Retinal Images on FPGA

被引：0
|
作者：
Gawade, Nilam M. [1 ]
Patil, S. R. [1 ]
机构：
[1] BVCOEW Pune, Dept E&TC Engn, Pune, Maharashtra, India
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING (ICIP) | 2015年
关键词：
Retinal Images; Blood Vessels Segmentation; Spartan; 3; FPGA;
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：
Retinal image analysis is a nonintrusive diagnosis method in modern ophthalmology. In this paper, a method to segment blood vessels in the retinal images is discussed. The morphology of the blood vessels is an important indicator for diseases like diabetic retinopathy, glaucoma etc.The segmentation of the retinal images allows ophthalmologist to perform mass vision screening examinations for early detection of Diabetic Retinopathy and its treatment planning. The images from the public dataset DRIVE are used. For better segmentation performance Spartan 3 FPGA hardware is used. The preprocessing is done in MATLAB and further processing is carried out using FPGA. For the software implementation Xilinx Platform Studio 10.1 is used.
引用
收藏
页码：516 / 519
页数：4
相关论文
共 50 条
  • [21] Automated detection of kinks from blood vessels for optic cup segmentation in retinal images
    Wong, D. W. K.
    Liu, J.
    Lim, J. H.
    Li, H.
    Wong, T. Y.
    MEDICAL IMAGING 2009: COMPUTER-AIDED DIAGNOSIS, 2009, 7260
  • [22] Dilated Convolutions in Retinal Blood Vessels Segmentation
    Lopes, Ana P.
    Ribeiro, Alexandrine
    Silva, Carlos A.
    2019 6TH IEEE PORTUGUESE MEETING IN BIOENGINEERING (ENBENG), 2019,
  • [23] Evaluation of Algorithms for Segmentation of Retinal Blood Vessels
    Kawadiwale, Ramish B.
    Mane, Vijay M.
    2015 INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING (ICPC), 2015,
  • [24] Retinal Blood Vessels Segmentation of Diabetic Retinopathy
    Alaguselvi, R.
    Murugan, Kalpana
    2021 IEEE INTERNATIONAL CONFERENCE ON MOBILE NETWORKS AND WIRELESS COMMUNICATIONS (ICMNWC), 2021,
  • [25] Segmentation of vessels in retinal images by shortest path histogramming
    Henderson, TC
    Choikim, GW
    SEVENTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOL 1, PROCEEDINGS, 2003, : 685 - 688
  • [26] Multiscale Blood Vessel Segmentation in Retinal Fundus Images Algorithm Implementation and Analysis
    Sarbasova, Aigerim
    Hasan, Md Mahmud
    EMBRACING GLOBAL COMPUTING IN EMERGING ECONOMIES, EGC 2015, 2015, 514 : 113 - 121
  • [27] Multiscale Approach of Retinal Blood Vessels Segmentation Based on Vessels Segmentation with Different Scales
    Daria, Chernomorets
    Vladimir, Mikhelev
    Andrey, Chernomorets
    PROCEEDINGS OF THE 2018 3RD RUSSIAN-PACIFIC CONFERENCE ON COMPUTER TECHNOLOGY AND APPLICATIONS (RPC), 2018,
  • [28] Detection of Blood Vessels in Retinal Fundus Images
    Oloumi, Faraz
    Dhara, Ashis K.
    Rangayyan, Rangaraj M.
    Mukhopadhyay, Sudipta
    COMPUTER SCIENCE JOURNAL OF MOLDOVA, 2014, 22 (02) : 155 - 185
  • [29] On the adaptive detection of blood vessels in retinal images
    Wu, D
    Zhang, M
    Liu, JC
    Bauman, W
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2006, 53 (02) : 341 - 343
  • [30] Retinal Health Investigation by Segmentation or Major and Minor Blood Vessels in Fundus Images for Diabetes Patients
    Poonguzhali, S.
    Chakravarthi, Rekha
    JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH, 2019, 13 (10)
12345