An automatic liver segmentation algorithm based on grow cut and level sets

被引：3
|
作者：
Ryba T. [1 ]
Jirik M. [1 ]
Zelezny M. [1 ]
机构：
[1] University of West Bohemia, Univerzitni 8
来源：
Pattern Recognition and Image Analysis | 2013年 / 23卷 / 4期
关键词：
active contours; grow-cut; image segmentation; liver;
D O I：
10.1134/S1054661813040147
中图分类号：
学科分类号：
摘要：
Organ segmentation is often a first step in medical diagnostic. In this paper a fully automatic three-dimensional method for liver segmentation is presented. It is based on voxel density analysis with use of automated grow cut method. Obtained segmentation is then refined by active contours model. © 2013 Pleiades Publishing, Ltd.
引用
收藏
页码：502 / 507
页数：5
相关论文
共 50 条
  • [1] Semi-Automatic Medical Image Segmentation Based on Improved Grow-Cut Algorithm
    Jiang, Huiyan
    Ma, Zhiyuan
    Zong, Mao
    JOURNAL OF PURE AND APPLIED MICROBIOLOGY, 2013, 7 : 453 - 459
  • [2] Grow-Cut Based Automatic cDNA Microarray Image Segmentation
    Katsigiannis, Stamos
    Zacharia, Eleni
    Maroulis, Dimitris
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2015, 14 (01) : 138 - 145
  • [3] An Automatic Level Set Based Liver Segmentation from MRI Data Sets
    Goceri, Evgin
    Unlu, Mehmet Z.
    Guzelis, Cuneyt
    Dicle, Oguz
    2012 3RD INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS, 2012, : 192 - 197
  • [4] Automatic segmentation of the liver in CT using level sets without edges
    Garamendi, J. F.
    Malpica, N.
    Martel, J.
    Schiavi, E.
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS, 2007, 4477 : 161 - +
  • [5] Evolved Grow-cut: A PET based segmentation algorithm for heterogeneous tumors
    Thevarthundiyil, H. M. T.
    Devakumar, D.
    Heck, Danie Kingslin
    Krishna, Sasidharan Balu
    Singh, I. Rabi Raja
    Oommen, Regi
    Samuel, E. James Jebaseelan
    RADIOTHERAPY AND ONCOLOGY, 2016, 119 : S453 - S454
  • [6] A versatile algorithm for the automatic segmentation of hippocampus based on level set
    Rajeesh, J.
    Moni, R. S.
    Palanikumar, S.
    Gopalakrishnan, T.
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2011, 7 (03) : 213 - 224
  • [7] Automatic Segmentation Algorithm of Liver Tumor Based on Feature Fusion
    Liu Yiming
    Xiao Zhiyong
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (14)
  • [8] Automatic segmentation of the lungs using robust level sets
    Silveira, Margarida
    Nascimento, Jacinto
    Marques, Jorge
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 4414 - 4417
  • [9] Automatic Cut Detection Based Video Segmentation
    Mohanty, K. S.
    Kanungo, P.
    2013 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL AND BUSINESS INTELLIGENCE (ISCBI), 2013, : 265 - 268
  • [10] An automatic segmentation algorithm for medical images based on fuzzy level set
    Liu, W.
    Tan, L. S.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 3 - 3
12345