AN IMPROVED METHOD OF "DEMONS" NON-RIGID IMAGE REGISTRATION ALGORITHM

被引:0
|
作者
Lin, Xiangbo [1 ,2 ]
Qiu, Tianshuang [1 ,2 ]
Nicolier, Frederic [2 ]
Ruan, Su [2 ]
机构
[1] Dalian Univ Technol, Dept Elect Engn, Dalian 116024, Peoples R China
[2] Univ Reims, IUT Troyes, Dept GE&II, F-10026 Reims, France
基金
中国国家自然科学基金;
关键词
non-rigid registration; optical flow; topology;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper the force formulation based on optical flow of the Demons non-rigid registration algorithm is analyzed. It is indicated that the force formulation has some limitations in certain circumstances, which may be the reason that the topology structure can't be preserved in the whole deformation region. In order to solve the problem, a more reasonable modified Demons algorithm is proposed, which is approved by the experiment results.
引用
收藏
页码:1091 / +
页数:2
相关论文
共 50 条
  • [1] Non-rigid medical image registration based on improved Demons algorithm
    Zhang, Hong-Ying
    Zhang, Jia-Wan
    Sun, Ji-Zhou
    [J]. Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2007, 15 (01): : 145 - 150
  • [2] Effective Non-rigid Image Registration Method Based on Active Demons Algorithm
    Tang, Zhenchao
    Xue, Peng
    Yang, Pei
    Jia, Dayu
    Dong, Enqing
    [J]. 2016 IEEE 29TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2016, : 124 - 129
  • [3] Modified Demons Deformation Algorithm for Non-Rigid Image Registration
    Mishra, Ashutosh
    Mondal, Pulak
    Banerjee, Swapna
    [J]. 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN COMPUTER INTERACTION (IHCI 2012), 2012,
  • [4] Non-rigid medical image registration using image field in Demons algorithm
    Lan, Sheng
    Guo, Zhenhua
    You, Jane
    [J]. PATTERN RECOGNITION LETTERS, 2019, 125 : 98 - 104
  • [5] Improved Demons algorithm for non-rigid medical image alignment
    Wang, Ruili
    Zhang, Baolong
    [J]. Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [6] Non-rigid registration by diffusion model with the demons algorithm
    [J]. 1600, International Frequency Sensor Association (167):
  • [7] An Effective Non-rigid Registration Approach for Ultrasound Image Based On “Demons” Algorithm
    Yan Liu
    H. D. Cheng
    Jianhua Huang
    Yingtao Zhang
    Xianglong Tang
    Jiawei Tian
    [J]. Journal of Digital Imaging, 2013, 26 : 521 - 529
  • [8] Accelerated Diffeomorphic Non-rigid Image Registration with CUDA Based on Demons Algorithm
    Huang, Yufeng
    Tong, Tong
    Liu, Wei
    Fan, Ya
    Feng, Huanqing
    Li, Chuanfu
    [J]. 2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
  • [9] An Effective Non-rigid Registration Approach for Ultrasound Image Based On "Demons" Algorithm
    Liu, Yan
    Cheng, H. D.
    Huang, Jianhua
    Zhang, Yingtao
    Tang, Xianglong
    Tian, Jiawei
    [J]. JOURNAL OF DIGITAL IMAGING, 2013, 26 (03) : 521 - 529
  • [10] A Less Computation Intensive Non-Rigid Image Registration by Modifying Demons Deformation Algorithm
    Mondal, Pulak
    Mishra, Ashutosh
    Banerjee, Swapna
    [J]. 2013 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL ENGINEERING (ICAEE 2013), 2013, : 19 - 22