Image fusion scheme based on the biorthogonal wavelet transform

被引：2
|
作者：
Liu, QF [1 ]
Sheng, GF [1 ]
Leng, ZX [1 ]
机构：
[1] Xian Univ Technol, Xian 710048, Peoples R China
来源：
2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS | 2003年
关键词：
image fusion; wavelet transform; multi-scale decom-position;
D O I：
10.1109/ICMLC.2003.1260047
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A novel pixel-level image fusion scheme is presented based on the advantages of the wavelet transform. The wavelet transform is used to perform a multi-scale decomposition of each image. The multiple operators and rules are used in the different frequency regions at the different scales. The experimental results show that the fusion scheme is effective for different image data and the fused image are more suitable for human vision.
引用
收藏
页码：2864 / 2868
页数：5
相关论文
共 50 条
  • [1] A New Image Fusion Algorithm Based on Fuzzy Biorthogonal Wavelet Transform
    Huang, Xiao-Li
    Zeng, Huang-Lin
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2009, : 123 - 126
  • [2] Multisensor image fusion based on wavelet transform
    Liu, GX
    Yang, WH
    PROCESS CONTROL AND INSPECTION FOR INDUSTRY, 2000, 4222 : 219 - 223
  • [3] Image Fusion with Biorthogonal Wavelet Transform Based On Maximum Selection and Region Energy
    Haribabu, Maruturi
    Bindu, Ch. Hima
    Prasad, K. Satya
    2014 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2014,
  • [4] A classification-based image fusion scheme using wavelet transform
    Luo, X. Y.
    Zhang, J.
    Dai, Q. H.
    MULTISENSOR, MULTISOURCE INFORMATION FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS 2011, 2011, 8064
  • [5] Image compression based on biorthogonal wavelet transform
    Liu, H
    Zai, LP
    Gao, Y
    Li, WM
    Zhou, JF
    International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings, 2005, : 578 - 581
  • [6] BIORTHOGONAL WAVELET T TRANSFORM BASED IMAGE FUSION USING ABSOLUTE MAXIMUM FUSION RULE
    Prakash, Om
    Srivastava, Richa
    Khare, Ashish
    2013 IEEE CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES (ICT 2013), 2013, : 577 - 582
  • [7] Multiscale fusion of multimodal medical images using lifting scheme based biorthogonal wavelet transform
    Prakash, Om
    Park, Chang Min
    Khare, Ashish
    Jeon, Moongu
    Gwak, Jeonghwan
    OPTIK, 2019, 182 : 995 - 1014
  • [8] Wavelet Transform Based Image Registration and Image Fusion
    Deshmukh, Manjusha
    Gahankari, Sonal
    INFORMATION TECHNOLOGY AND MOBILE COMMUNICATION, 2011, 147 : 55 - 60
  • [9] A New Image Fusion Algorithm Based on Biorthogonal Wavelet
    Huang, Xiaoli
    Zeng, Huanglin
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 684 - 686
  • [10] Retinal image fusion based on wavelet transform
    Zhang, EH
    Guo, CH
    Bian, ZZ
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2198 - 2201
12345