• DocumentCode
    122781
  • Title

    Design of wavelet based image fusion using A Trous algorithm

  • Author

    Praveena, S. Mary ; Vennila, Ila ; Kavitha, A.K.

  • Author_Institution
    ECE Dept., Sri Ramakrishna Inst. of Technol., Coimbatore, India
  • fYear
    2014
  • fDate
    6-8 March 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Image fusion presents a technique based on wavelet fusion for change detection in Synthetic Aperture Radar images. The image fusion technique is introduced to generate a difference image by using complementary information from a mean-ratio image and a log-ratio image. Our objective is to analyse the performance of the A Trous algorithm for Synthetic Aperture Radar Images. In our work, an improved additive-wavelet fusion method is presented using the A Trous algorithm and it is modified to suit the Grey scale Multispectral Images. This method is applied to the wavelet coefficients that are formulated by the mean ratio and log ratio difference images and produce the fused image. To analyse the performance of the fused image obtained above two methods information entropy, correlation coefficient and Root Mean Square Error are computed and quantitative analysis is done for two set of input source images.
  • Keywords
    correlation methods; image fusion; mean square error methods; radar imaging; synthetic aperture radar; wavelet transforms; a trous algorithm; additive-wavelet fusion method; complementary information entropy; correlation coefficient; grey scale multispectral image; log-ratio image; mean-ratio image; root mean square error; synthetic aperture radar image; wavelet based image fusion design; wavelet coefficient; Algorithm design and analysis; Equations; Image fusion; Mathematical model; Synthetic aperture radar; Wavelet transforms; A trous algorithm; CR (Compression Ratio); Image Fusion; MSE (Mean Square Error); PSNR (Peak Signal to Noise Ratio); Ridgelet Transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Devices, Circuits and Systems (ICDCS), 2014 2nd International Conference on
  • Conference_Location
    Combiatore
  • Type

    conf

  • DOI
    10.1109/ICDCSyst.2014.6926161
  • Filename
    6926161