• DocumentCode
    3330357
  • Title

    Industrial X-ray image enhancement algorithm based on adaptive histogram and wavelet

  • Author

    Li Jin ; Wang Yan Wei ; Wang Lei ; Wei Jie ; Wang Da Da

  • Author_Institution
    Autom. Coll., Harbin Eng. Univ., Harbin, China
  • Volume
    2
  • fYear
    2011
  • fDate
    22-24 Aug. 2011
  • Firstpage
    836
  • Lastpage
    839
  • Abstract
    In this paper, we an industrial X-ray image enhance algorithm based on histogram and wavelet is proposed in this paper. The proposed technique is able to cope with low contrast and poor feature details. Firstly, the original image is divided patched by the contrast limited adaptive histogram equalization algorithm in order to adjust whole contrast. Then a map is built between the image and the detail scales by the wavelet ratio in order to adjusting the local contrast. Finally, according the enhance function radios, the reconstruct image is rebuild. Compared with other image enhancement algorithms, experimental results show that our algorithm can improve the global image contrast effectively as well as overcome the these visible artifacts of X-ray image, the x-ray image become more clear, and a better perceptual image is acquired for the image feature recognize and matching.
  • Keywords
    X-ray imaging; image enhancement; image matching; image reconstruction; wavelet transforms; X-ray image; contrast limited adaptive histogram equalization algorithm; function radios; global image contrast; image enhancement algorithms; image matching; image recognition; image reconstruction; industrial x-ray image enhancement algorithm; local contrast; perceptual image; visible artifacts; wavelet ratio; whole contrast; Approximation methods; Image resolution; Adaptive; Image Enhancement; Wavelet; X-ray;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Strategic Technology (IFOST), 2011 6th International Forum on
  • Conference_Location
    Harbin, Heilongjiang
  • Print_ISBN
    978-1-4577-0398-0
  • Type

    conf

  • DOI
    10.1109/IFOST.2011.6021150
  • Filename
    6021150