Detection of Glomerulosclerosis in Diabetic Nephropathy Using Contour-Based Segmentation

被引：3
|
作者：
Ravi, M. [1 ]
Hegadi, Ravindra S. [2 ]
机构：
[1] Bharathiar Univ, Ctr Res & Dev, Coimbatore 641046, Tamil Nadu, India
[2] Solapur Univ, Dept Comp Sci, Solapur 413255, Maharashtra, India
来源：
INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING TECHNOLOGIES AND APPLICATIONS (ICACTA) | 2015年 / 45卷
关键词：
Detection; Nephropathy; Active contour; Glomerulosclerosis and Segmentation; ACTIVE CONTOURS; EDGES;
D O I：
10.1016/j.procs.2015.03.129
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We have proposed a method for detection of glomerulosclerosis in diabetic nephropathy using Contour-Based Segmentation. Pathological images of the glomerulosclerosis were acquired from various patients. It is a challenging task as 100% detection of Nephropathy disease with regular pathological procedure is not possible. We propose a solution to the problem of segmentation of the glomerulosclerosis images for the analysis of abnormalities. The proposed method is the modification of the original Chan-Vese algorithm, with the varied values of parameters. The proposed method achieved better segmentation and the results are encouraging. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码：244 / 249
页数：6
相关论文
共 50 条
  • [1] Improved Contour-Based Object Detection and Segmentation
    Lin Kezheng
    Li Xinyuan
    2008 INTERNATIONAL MULTISYMPOSIUMS ON COMPUTER AND COMPUTATIONAL SCIENCES (IMSCCS), 2008, : 172 - 175
  • [2] Contour-based Interactive Segmentation
    Popenova, Polina
    Galeev, Danil
    Vorontsova, Anna
    Konushin, Anton
    PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2023, 2023, : 1322 - 1330
  • [3] Contour-based object segmentation using phase congruency
    Li, Yong
    Belkasim, Saeid
    Chen, Xiujuan
    Fu, Xuezheng
    ICIS '06: INTERNATIONAL CONGRESS OF IMAGING SCIENCE, FINAL PROGRAM AND PROCEEDINGS: LINKING THE EXPLOSION OF IMAGING APPLICATIONS WITH THE SCIENCE AND TECHNOLOGY OF IMAGING, 2006, : 661 - +
  • [4] Contour-based motion segmentation using few priors
    Xu, Yi
    Yu, Huimin
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 1376 - +
  • [5] A contour-based part segmentation algorithm
    Bennamoun, M
    Boashash, B
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1997, E80A (08): : 1516 - 1521
  • [6] Contour-Based Segmentation of Historical Printings
    Fischer, Norbert
    Gehrke, Alexander
    Hartelt, Alexander
    Krug, Markus
    Puppe, Frank
    KI 2020: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 12325 : 46 - 58
  • [7] Elastic Contour-Based Image Segmentation using Genetic Algorithms
    Costin, Hariton
    2011 E-HEALTH AND BIOENGINEERING CONFERENCE (EHB), 2011,
  • [8] Contour-based Object Detection
    Schlecht, Joseph
    Ommer, Bjoern
    PROCEEDINGS OF THE BRITISH MACHINE VISION CONFERENCE 2011, 2011,
  • [9] Contour and Enclosed Region Refining for Contour-Based Instance Segmentation
    Gu, Wenchao
    Bai, Shuang
    IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 15 (04) : 2241 - 2253
  • [10] HIERARCHICAL CONTOUR-BASED SEGMENTATION OF DYNAMIC SCENES
    WESTBERG, L
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (09) : 946 - 952
12345