• DocumentCode
    2527297
  • Title

    A united lαβ-contourlet method for remote sensing image fusion

  • Author

    Wang, Guofeng ; Pengfei Bong ; Li, Jiancheng ; Yunling Zhang

  • Author_Institution
    China Highway Eng. Consulting Group Co. Ltd., Beijing, China
  • fYear
    2011
  • fDate
    June 29 2011-July 1 2011
  • Firstpage
    340
  • Lastpage
    342
  • Abstract
    Contourlet, one of multiscale analysis tool with great property of multi-directionality, locality and sparse approximation, is an excellent 2-dimentional image description approach. Contourlet can be employed as a remote sensing image fusion approach to improve spatial resolution and application through precise capture of edge information from panchromatic image and injection of that into multispectral image. Hence, image fusion using contourlet has become the research highlight and fronts in the field of remote sensing image fusion. However, the unwanted spectral distortion appears after the contourlet method is applied to remotely sensed image. Lαβ color model is composed of 3 orthogonal color channels with least correlation, which are achromatic, yellow-blue and red-green ones. Spectral distortion can be remarkably reduced when the fusion is operated in only achromatic channel due to its non-colorful characteristic. Hence, lαβ-Contourlet fusion algorithm is proposed. Panchromatic image from BJ-1 and multispectral images from BJ-1 are then used to test the united algorithm. Assessment indicates that lαβ-Contourlet fusion algorithm can improve spectral performance of fusion result simply from contourlet algorithm.
  • Keywords
    approximation theory; geophysical image processing; image colour analysis; image fusion; remote sensing; 2-dimentional image description approach; multispectral images; orthogonal color channels; panchromatic image; remote sensing image fusion; sparse approximation; spectral distortion; united lαβ-contourlet method; Correlation; Image color analysis; Image fusion; Pixel; Remote sensing; Spatial resolution; Contourlet; IHS; Image Fusion; Remote Sensing; lαβ;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Spatial Data Mining and Geographical Knowledge Services (ICSDM), 2011 IEEE International Conference on
  • Conference_Location
    Fuzhou
  • Print_ISBN
    978-1-4244-8352-5
  • Type

    conf

  • DOI
    10.1109/ICSDM.2011.5969059
  • Filename
    5969059