• DocumentCode
    1923538
  • Title

    An Enhancement Algorithm Based on Pyramid Structure for Radiographies

  • Author

    Liu, Wei ; Guo, Sen ; Wang, Jian-Hua

  • Author_Institution
    Shenzhen Inst. of Inf. Technol., Shenzhen
  • Volume
    1
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    171
  • Lastpage
    175
  • Abstract
    When inspecting radiographics, some detail information cannot be detected due to large range of gray scales and complex tissue structure. The proposed approach of Gauss-Laplacian pyramid structure can amplify the detail information and resist noise by non-linear processing at different scales. The enhanced detail information is then added back to the original image iteratively, and the improved image is consistent to the characteristics of human being´s vision system, thus provides doctors with reliable evidences for diagnosis.
  • Keywords
    Gaussian processes; image enhancement; medical image processing; radiography; Gauss-Laplacian pyramid structure; complex tissue structure; human vision system; image enhancement; nonlinear processing; radiographies; tissue gray scales; Cybernetics; Electronic mail; Information technology; Machine learning; Machine learning algorithms; Radiography; Gauss-Laplacian pyramid structure; ^p transformation; multiscale enhancement; radiography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370135
  • Filename
    4370135