Image fusion based on addition of wavelet coefficients

被引:0
|
作者
Chang, Hua-Wen [1 ]
Lan, Shu-Duo [2 ]
机构
[1] Sichuan Univ, Coll Comp Sci, Chengdu 610064, Peoples R China
[2] Guilin Inst Technol, Dept Elect & Comp Sci, Guilin 541004, Peoples R China
关键词
image fusion; HSV; wavelet transform; remote sensing;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
A new wavelet-based approach to image fusion, which is based on HSV color space and addition of wavelet coefficients, is proposed. The new fusion method can keep more spatial information and spectral information. The process is as follows: Converting the mult-spectral image into HSV (Hue, Saturation, and Value) color space by HSV, transform; formalizing the V component into two types, one is in the range of [0, 1] the other is in the range of [0, 255], then decomposing these two different V components and panchromatic image by wavelet transfor: merging the wavelet coefficients by means of Addition Strategy after decomposition: finally, obtaining the fused image by wavelet reconstruction and inverse HSV transform. Experimental results show that the new method is better than generic wavelet-based fusion rule rule.
引用
收藏
页码:1585 / +
页数:2
相关论文
共 50 条
  • [41] 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
  • [42] 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
  • [43] 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 - +
  • [44] 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
  • [45] 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
  • [46] Wavelet-based hyperspectral and multispectral image fusion
    Gomez, RB
    Jazaeri, A
    Kafatos, M
    GEO-SPATIAL IMAGE AND DATA EXPLOITATION II, 2001, 4383 : 36 - 42
  • [47] 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 - +
  • [48] 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
  • [49] Study on image fusion algorithm based on wavelet transform
    Yu, Wang-Yang
    Chen, Xiang-Guang
    Dong, Shou-Long
    Wu, Lei
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2014, 34 (12): : 1262 - 1266
  • [50] An Improved Image Fusion Algorithm Based on Wavelet Transform
    Duan, Zewei
    Wen, Desheng
    Song, Zongxi
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907