• DocumentCode
    2279320
  • Title

    Image processing for NDT images

  • Author

    Prachetaa, R. ; Rao, B.P.C.

  • Author_Institution
    BITS - Pilani, Pilani, India
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    169
  • Lastpage
    174
  • Abstract
    The fusion of images is the process of combining two or more images into a single image retaining important features from each. Image fusion is an important technique especially in nondestructive method of testing [1 - 3] wherein no damage is done to the material being tested. There are two categories of image fusion, one being fusion of images from the same sensor and the other being multi - sensor image fusion. Many methods of fusion have been developed such as Wavelet based image fusion and Dempster - Shafer method of fusion. This work contemplates on which technique works better giving better end results using performance metrics. It has been observed that a particular method cannot be termed as the best method for image fusion as it has been seen that it depends on the conditions of the image, thus the need to judiciously select the best method for the given source images.
  • Keywords
    image fusion; inference mechanisms; nondestructive testing; wavelet transforms; Dempster-Shafer method; NDT images; image fusion; image processing; multisensor image fusion; nondestructive testing method; sensor image fusion; wavelet based image fusion; Bayesian methods; Image fusion; Measurement; Pixel; Signal to noise ratio; Wavelet transforms; Dempster; Image denoising; Image fusion; Shafer theory; Wavelet transform; evidence; feature detection; image registration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing (ICSIP), 2010 International Conference on
  • Conference_Location
    Chennai
  • Print_ISBN
    978-1-4244-8595-6
  • Type

    conf

  • DOI
    10.1109/ICSIP.2010.5697463
  • Filename
    5697463