• DocumentCode
    2795236
  • Title

    Improved image watermarking scheme based on DWT coefficients modification in LL sub-band

  • Author

    Pramoun, Thitiporn ; Amornraksa, Thumrongrat

  • Author_Institution
    Comput. Eng. Dept., King Mongkut´´s Univ. of Technol. Thonburi, Bangkok, Thailand
  • fYear
    2012
  • fDate
    16-18 May 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper proposes a new color image watermarking scheme based on coefficients modification in LL sub-band. Basically, the blue component of original color image is decomposed by the Discrete Wavelet Transform (DWT) to obtain the coefficients in LL sub-band in order for embedding a single watermark bit with a tuned constant value to achieve the optimum watermark strength. To extract this embedded bit, the original DWT coefficients in LL sub-band are predicted using the DWT, and then subtracted from the watermarked coefficient to obtain the extracted watermark bit. The same proposed concept is also extended to embed several bits into the whole image frame in order to improve capacity and robustness of embedded information. The efficiency of the watermarking scheme is evaluated by the Bit Error Rate (BER) from the extracted bits, and compared to the two previous schemes at equivalent image quality. The experiments show promising results in both accuracy and robustness of the extracted watermark.
  • Keywords
    discrete wavelet transforms; error statistics; feature extraction; image colour analysis; image watermarking; BER; DWT coefficients modification; LL sub-band; bit error rate; color image; discrete wavelet transform; embedded information robustness; image frame; image quality; image watermarking scheme; optimum watermark strength; watermark bit extraction; Accuracy; Bit error rate; Color; Discrete wavelet transforms; Robustness; Signal to noise ratio; Watermarking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2012 9th International Conference on
  • Conference_Location
    Phetchaburi
  • Print_ISBN
    978-1-4673-2026-9
  • Type

    conf

  • DOI
    10.1109/ECTICon.2012.6254170
  • Filename
    6254170