• DocumentCode
    2488379
  • Title

    Blind forensics in medical imaging based on Tchebichef image moments

  • Author

    Huang, H. ; Coatrieux, G. ; Shu, H.Z. ; Luo, L.M. ; Roux, Ch

  • Author_Institution
    IT. Telecom Bretagne, Cesson-Sévigné, France
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    4473
  • Lastpage
    4476
  • Abstract
    In this paper, we present a blind forensic approach for the detection of global image modifications like filtering, lossy compression, scaling and so on. It is based on a new set of image features we proposed, called Histogram statistics of Reorganized Block-based Tchebichef moments (HRBT) features, and which are used as input of a set of classifiers we learned to discriminate tampered images from original ones. In this article, we compare the performances of our features with others proposed schemes from the literature in application to different medical image modalities (MRI, X-Ray ...). Experimental results show that our HRBT features perform well and in some cases better than other features.
  • Keywords
    biomedical MRI; biomedical ultrasonics; computerised tomography; data compression; filtering theory; image classification; image coding; medical image processing; Tchebichef image moments; blind forensic approach; filtering; global image modification; histogram statistics; lossy compression; medical image modality; medical imaging; reorganized block-based Tchebichef moment feature; tampered images; Biomedical imaging; Discrete cosine transforms; Feature extraction; Forensics; Image coding; Support vector machines; Transform coding; Diagnostic Imaging; Forensic Medicine; Humans;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091109
  • Filename
    6091109