• DocumentCode
    3016769
  • Title

    DWT-DCT-SVD based blind watermarking technique of gray image in electrooculogram signal

  • Author

    Dey, Nilanjan ; Biswas, D. ; Roy, A.B. ; Das, Aruneema ; Chaudhuri, Sheli Sinha

  • Author_Institution
    Dept. of IT, JIS Coll. of Eng., Kalyani, India
  • fYear
    2012
  • fDate
    27-29 Nov. 2012
  • Firstpage
    680
  • Lastpage
    685
  • Abstract
    At present most of the hospitals and diagnostic centers globally, use wireless media to exchange biomedical information for mutual availability of therapeutic case studies. The required level of security and authenticity for transmitting biomedical information through the internet is quite high. Level of security can be increased; authenticity of the information can be verified and control over the copy process can be ascertained by adding watermark as “ownership” information in multimedia content. In this proposed method different types of gray scale biomedical images can be used as added ownership (watermark) data. Electrooculography is a medical test used by the ophthalmologists for monitoring eyeball movement in Rapid Eye Movement (REM) and non-REM sleep, to detect the disorders of human eyes and to measure the resting potential of the eye. In this present work 1-D EOG signal is transformed into 2-D signal. DWT, DCT, SVD are applied on the transformed 2D signal to embed watermark in it. Extraction of watermark image is done by applying inverse DWT, inverse DCT and SVD. The Peak Signal to Noise Ratio (PSNR) of the original EOG signal vs. watermarked signal and the correlation value between the original and extracted watermark image are calculated to prove the efficacy of the proposed method.
  • Keywords
    correlation methods; discrete cosine transforms; discrete wavelet transforms; electro-oculography; feature extraction; hospitals; image watermarking; inverse problems; medical disorders; medical image processing; singular value decomposition; 1D EOG signal; 2D EOG signal; DWT-DCT-SVD-based blind watermarking technique; PSNR; REM sleep; biomedical information exchange; biomedical information transmission; copy process; correlation value; diagnostic centers; electrooculogram signal; eyeball movement monitoring; gray scale biomedical images; hospitals; human eye disorder detection; information authenticity level; information security level; inverse DCT; inverse DWT; medical test; nonREM sleep; ophthalmologists; ownership watermark image extraction; peak signal-to-noise ratio; rapid eye movement sleep; wireless media; Discrete cosine transforms; Discrete wavelet transforms; Electric potential; Electrooculography; Retina; Watermarking; Blind-Watermarking; Discrete Cosine Transformation (DCT); Discrete Wavelet Transformation (DWT); EOG; Singular Value Decomposition (SVD);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
  • Conference_Location
    Kochi
  • ISSN
    2164-7143
  • Print_ISBN
    978-1-4673-5117-1
  • Type

    conf

  • DOI
    10.1109/ISDA.2012.6416619
  • Filename
    6416619