Medical endoscopic image segmentation with multi-resolution deformation

被引:0
|
作者
Yoon, Sung Won [1 ]
Shin, Hang Sik [1 ]
Min, Se Dong [1 ]
Lee, Myoungho [1 ]
机构
[1] Yonsei Univ, Dept Elect & Elect Engn, Seoul 120749, South Korea
关键词
multi-resolution; wavelet; snake; active contour model; segmentation;
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 an essential technique in image analysis. In spite of issues in contour initialization, boundary concavities and high-level computation, active contour models, also known as snake, are a popular and successful method for segmentation among researchers. Segmentation process in snakes consists of calculation of energy and deformation of contour. In this paper, we present a new deformation method for active contour model, multi-resolution deformation algorithm ensuring powerful time reduction in convergence of the contour to target boundary.
引用
收藏
页码:256 / +
页数:3
相关论文
共 50 条
  • [21] Medical Image Fusion Method based on Wavelet Multi-resolution and Entropy
    Zhao Wencang
    Cheng Lin
    2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 2329 - 2333
  • [22] Fuzzy clustering recognition algorithm of medical image with multi-resolution feature
    Wang Bo
    Wang Ying
    Cui Lijie
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 32 (01):
  • [23] MRI brain image segmentation by multi-resolution edge detection and region selection
    Tang, H
    Wu, EX
    Ma, QY
    Gallagher, D
    Perera, GM
    Zhuang, T
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2000, 24 (06) : 349 - 357
  • [24] A method for scale parameter selection and segments refinement for multi-resolution image segmentation
    Li, Hui
    Tang, Yunwei
    Liu, Qingjie
    Ding, Haifeng
    Chen, Yu
    Jing, Linhai
    MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL REMOTE SENSING TECHNOLOGY, TECHNIQUES AND APPLICATIONS V, 2014, 9263
  • [25] A network of globally coupled chaotic maps for adaptive multi-resolution image segmentation
    Zhao, L
    Furukawa, RA
    de Carvalho, ACPLF
    VII BRAZILIAN SYMPOSIUM ON NEURAL NETWORKS, PROCEEDINGS, 2002, : 92 - 97
  • [26] Multi-Resolution Transformer Network for Building and Road Segmentation of Remote Sensing Image
    Sun, Zhongyu
    Zhou, Wangping
    Ding, Chen
    Xia, Min
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 11 (03)
  • [27] Medical Image Transmission Strategy Based on Bandwidth Sensitivity and Multi-resolution
    Xu Hongbo
    Jiang Jianhua
    Zeng Wenquan
    He Yongjun
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 444 - 447
  • [28] Automatic text detection based on multi-resolution medical image fusion
    Zhu, Xinghui, 1600, Journal of Chemical and Pharmaceutical Research, 3/668 Malviya Nagar, Jaipur, Rajasthan, India (06):
  • [29] Multi-resolution Approach for Medical Image Registration using Genetic Algorithm
    Joshi, Anjali
    Bhaskar, Vidhyacharan
    2013 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2013, : 612 - 616
  • [30] Multi-resolution image segmentation using the 2-point correlation functions
    Janoos, F.
    Irfanoglu, M. O.
    Mosaliganti, K.
    Machiraju, R.
    Huang, K.
    Wenzel, P.
    deBruin, A.
    Leone, G.
    2007 4TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING : MACRO TO NANO, VOLS 1-3, 2007, : 300 - 303