Wavelet based Image Fusion Techniques

被引:0
|
作者
Pradnya, Mirajkar P. [1 ]
Sachin, Ruikar D. [2 ]
机构
[1] ADCET, Elect & Telecommun Dept, Ashta, India
[2] Sinhgad Acad Engg, Elect & TelCommun Dept, Pune, Maharashtra, India
关键词
Image Fusion; Wavelet Transform; Filter mask; Stationary wavelets;
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
The fusion of images is the process of combining two or more images into a single image retaining important features from each. Fusion is an important technique within many disparate fields such as remote sensing, robotics and medical applications. The result of image fusion is a single image which is more suitable for human and machine perception or further image-processing tasks. The image fusion algorithm based on wavelet transform is proposed to prove the geometric resolution of the images, in which two images to be processed are firstly decomposed into sub images and then the information is performed using these images under the certain criteria and finally these sub images are reconstructed into result image with plentiful information. In this paper three different image fusion methods based wavelet transform are implemented. And the results are compared and best method is found.
引用
收藏
页码:77 / 81
页数:5
相关论文
共 50 条
  • [31] Multifocus image fusion based on redundant wavelet transform
    Li, X.
    He, M.
    Roux, M.
    IET IMAGE PROCESSING, 2010, 4 (04) : 283 - 293
  • [32] Image fusion based on simultaneous empirical wavelet transform
    Zhang, Xiaoli
    Li, Xiongfei
    Feng, Yuncong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (06) : 8175 - 8193
  • [33] An improved image fusion algorithm based on wavelet decomposition
    Fan L.
    Zhang Y.
    Zhou Z.
    Semanek D.P.
    Wang S.
    Wu L.
    Journal of Convergence Information Technology, 2010, 5 (10) : 15 - 21
  • [34] 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
  • [35] The wavelet-based contourlet transform for image fusion
    Tang, Lei
    Zhao, Zong-gui
    SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 2, PROCEEDINGS, 2007, : 59 - +
  • [36] Medical image fusion based on quaternion wavelet transform
    Zhang, Zhancheng
    Luo, Xiaoqing
    Xiong, Mengyu
    Wang, Zhiwen
    Li, Kai
    JOURNAL OF ALGORITHMS & COMPUTATIONAL TECHNOLOGY, 2020, 14
  • [37] An Image Fusion Method Based on Wavelet Transform and ICM
    Wang, Hongmei
    Li, Meili
    Li, Yanjun
    Zhang, Ke
    INTERNATIONAL CONFERENCE ON SPACE INFORMATION TECHNOLOGY 2009, 2010, 7651
  • [38] Wavelet-based hyperspectral and multispectral image fusion
    Gomez, RB
    Jazaeri, A
    Kafatos, M
    GEO-SPATIAL IMAGE AND DATA EXPLOITATION II, 2001, 4383 : 36 - 42
  • [39] Image fusion based circular wavelet and regularized rule
    Lin Jipeng
    Liu Junhua
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 1, PROCEEDINGS, 2008, : 632 - +
  • [40] OPTIMAL IMAGE FUSION ALGORITHM BASED ON WAVELET TRANSFORMS
    Liu, Bang-Tao
    Luo, Min
    Yin, De-Hui
    Li, Min-Jun
    2012 INTERNATIONAL CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (LCWAMTIP), 2012, : 4 - 7