Lifting scheme multiwavelets transform based algorithm for image fusion

被引:0
|
作者
Xia, MG [1 ]
You, H [1 ]
Huang, XD [1 ]
Tang, XM [1 ]
机构
[1] Naval Aeronaut Engn Inst, Res Inst Informat Fus, Yantai 264001, Shandong, Peoples R China
关键词
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
An algorithm for image fusion using lifting scheme multiwavelet transform is proposed in this paper. Multiwavelets are a natural generalization of scalar wavelets. Multiwavelets are a new kind of wavelets and have found many new applications to image processing. Lifting scheme is not only a fast algorithm of exiting wavelet transforms,but also a tool to produce new wavelet transforms. In this paper a framework of lifting scheme for multiwavelet transforms, in which the existing lifting schemes designed originally for wavelet (not multiwavelet) transforms can be used as building blocks. Thus we needn't concern about the internal structures and parameters of these building blocks.What we need to do is to choose different wavelets for different applications and then make use of the lifting schemes for these wavelets to build a new lifting scheme. In this paper, this new lifting schemes for D9/7 biorthogonal wavelet transform is proposed and then apply this new lifting scheme multiwavelet to image fusion.
引用
收藏
页码:1190 / 1195
页数:6
相关论文
共 50 条
  • [11] DESIGN AND PERFORMANCE ANALYSIS OF IMAGE AUTHENTICATION ALGORITHM USING WAVELET TRANSFORM BASED ON LIFTING SCHEME
    Govindaswamy, Umamaheswari
    Shanmugam, A.
    JOURNAL OF INTEGRATED DESIGN & PROCESS SCIENCE, 2005, 9 (04) : 71 - 80
  • [12] Date fusion for medical cephalometric image based on lifting scheme
    Wang, D
    Du, Y
    WAVELET ANALYSIS AND ITS APPLICATIONS (WAA), VOLS 1 AND 2, 2003, : 335 - 340
  • [13] Adaptive Algorithm for Image Denoising Based on Lifting Wavelet Transform
    Yang Qiang
    2011 INTERNATIONAL CONFERENCE ON COMPUTER, ELECTRICAL, AND SYSTEMS SCIENCES, AND ENGINEERING (CESSE 2011), 2011, : 302 - 305
  • [14] A ROI image watermarking algorithm based on lifting wavelet transform
    Que, Dashun
    Zhang, Li
    Lu, Ling
    Shi, Liucheng
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 2623 - +
  • [15] Algorithm for image fusion based on curvelet transform
    Xu, Xing
    Li, Ying
    Sun, Jinqiu
    Zhang, Yanning
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2008, 26 (03): : 395 - 398
  • [16] Image fusion algorithm based on wavelet transform
    Zhang, Jing
    Zhang, Qing
    2015 4TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION TECHNOLOGY AND SENSOR APPLICATION (AITS), 2015, : 47 - 50
  • [17] Coding of image objects based on wavelet transform using lifting scheme
    Zhang, ZQ
    Mo, YL
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2001, 20 (04) : 296 - 300
  • [18] Coding of image objects based on wavelet transform using lifting scheme
    Zhang, Zheng-Qing
    Mo, Yu-Long
    Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, 2001, 20 (04): : 296 - 300
  • [19] EPMA Image Fusion Scheme Based On Contourlet Transform
    Xiang, Li
    Wei, Tang
    2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT UBIQUITOUS COMPUTING AND EDUCATION, 2009, : 73 - +
  • [20] Image fusion scheme based on the biorthogonal wavelet transform
    Liu, QF
    Sheng, GF
    Leng, ZX
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2864 - 2868