• DocumentCode
    2846805
  • Title

    A New Method of QuickBird Image Fusion Based on Normalized Ratio Transformation

  • Author

    Sun, Jianxia ; Liu, Zhiming ; Liu, Chengyu

  • Author_Institution
    Coll. of Urban & Environ. Sci., Northeast Normal Univ., Changchun, China
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In the condition of abiding by energy conservation law, this paper discussed how to carry out data fusion on QuickBird digital number images using normalized ratio method. The study began with the standardized transformation of QuickBird radiance image, then the data fusion was carried out with the dimensionless image by ratio method, thus radiance image of band 1 to 4 with a resolution of 0.61 m were obtained by using the mean value matching method between the dimensionless images of band 1 to 4 and the low resolution images of band 1 to 4. Finally, we adopted two evaluation methods, including visual effect evaluation and quantitative evaluation, for the image generated by data fusion. The evaluation results of visual effect indicate that the image definition could be improved by this method, and the results images´ hue is closed to natural color of landmark. The quantitative evaluation results show that it not only preserves spectrum information of original multi-spectral images completely, but also enhances details of result images. So it may be meaningful in practical application to a certain extent for its simple calculation process and high treatment efficiency.
  • Keywords
    energy conservation; image fusion; sensor fusion; QuickBird digital number images; QuickBird image fusion; data fusion; energy conservation law; multispectral images; natural color; normalized ratio transformation; quantitative evaluation; visual effect evaluation; Calibration; Energy conservation; Image fusion; Image resolution; Multispectral imaging; Pixel; Remote sensing; Spatial resolution; Sun; Visual effects;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4994-1
  • Type

    conf

  • DOI
    10.1109/ICIECS.2009.5365123
  • Filename
    5365123