Medical Image Fusion with a Shift-Invariant Morphological Wavelet

被引：0
|
作者：
Yang, Bo [1 ]
Jing, Zhongliang [2 ]
机构：
[1] Shandong Univ Sci & Technol, Coll Informat & Elect Engn, Qingdao, Peoples R China
[2] Shanghai Jiao Tong Univ, Inst Aerosp Sci & Technol, Shanghai, Peoples R China
来源：
2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2 | 2008年
基金：
中国国家自然科学基金;
关键词：
image fusion; nonlinear wavelet; shift-invariant; medical imaging;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a novel algorithm for medical image fusion, using a shift-invariant multiscale decomposition scheme. The decomposition scheme is obtained by discarding the downsampling operators of a morphological wavelet. An experiment based on real medical images shows that the proposed method improves the quality of the fused image significantly.
引用
收藏
页码：55 / +
页数：3
相关论文
共 50 条
  • [1] Image sequence fusion using a shift-invariant wavelet transform
    Rockinger, O
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, 1997, : 288 - 291
  • [2] Shift-invariant discrete wavelet transform-based sparse fusion of medical images
    M. Munawwar Iqbal Ch
    M. Mohsin Riaz
    Naima Iltaf
    Abdul Ghafoor
    Nuwayrah Jawaid Saghir
    [J]. Signal, Image and Video Processing, 2023, 17 : 881 - 889
  • [3] Medical Image Fusion Using Regional Statistics of Shift-invariant Shearlet Domain
    Biswas, Biswajit
    Chakrabarti, Amlan
    Dey, Kashi Nath
    [J]. 2014 IEEE CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES), 2014, : 744 - 747
  • [4] Shift-invariant discrete wavelet transform-based sparse fusion of medical images
    Ch, M. Munawwar Iqbal
    Riaz, M. Mohsin
    Iltaf, Naima
    Ghafoor, Abdul
    Saghir, Nuwayrah Jawaid
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (04) : 881 - 889
  • [5] Exposure Fusion Based on Shift-Invariant Discrete Wavelet Transform
    Wang, Jinhua
    Xu, De
    Lang, Congyan
    Li, Bing
    [J]. JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2011, 27 (01) : 197 - 211
  • [6] Image fusion using a low-redundancy and nearly shift-invariant discrete wavelet frame
    Yang, Bo
    Jing, Zhongliang
    [J]. OPTICAL ENGINEERING, 2007, 46 (10)
  • [7] Sampling for shift-invariant and wavelet subspaces
    Hogan, JA
    Lakey, J
    [J]. WAVELET APPLICATIONS IN SIGNAL AND IMAGE PROCESSING VIII PTS 1 AND 2, 2000, 4119 : 36 - 47
  • [8] Circular shift-invariant wavelet transform
    Mahmoud, W.A.
    Wafi, N.K.
    Al-Qudsi, W.R.
    [J]. Advances in Modelling and Analysis B, 2003, 46 (7-8): : 25 - 34
  • [9] A shift-invariant discrete wavelet transform
    SariSarraf, H
    Brzakovic, D
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (10) : 2621 - 2626
  • [10] Shift-invariant discrete wavelet transform analysis for retinal image classification
    Khademi, April
    Krishnan, Sridhar
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2007, 45 (12) : 1211 - 1222
12345