• DocumentCode
    2577541
  • Title

    Enhancing the performance of watermarking based on Cat Swarm Optimization method

  • Author

    Kalaiselvan, G. ; Lavanya, A. ; Natrajan, V.

  • Author_Institution
    Instrum. Eng., Anna Univ., Chennai, India
  • fYear
    2011
  • fDate
    3-5 June 2011
  • Firstpage
    1081
  • Lastpage
    1086
  • Abstract
    In this paper, an attempt has been made to retrieve watermark same as original watermark using Cat Swarm Optimization (CSO) technique. Embedding watermarks in frequency domain can usually be achieved by modifying the Least Significant Bits (LSBs) of the transformation coefficients. The hidden watermark in an image is retrieved differently from the original watermark from the frequently used rounding approach. The simple rounding approach cause rounding errors in the process of transformation of image from frequency domain to spatial domain. Swarm intelligence techniques are proposed to correct these rounding errors. The result demonstrates that the computation time and number of iteration taken by the CSO process was also found to be less than PSO and PSO time-varying inertia weight factor method.
  • Keywords
    frequency-domain analysis; image watermarking; iterative methods; particle swarm optimisation; CSO process; PSO time varying inertia weight factor method; cat swarm optimization method; embedding watermarks; frequency domain analysis; image transformation coefficient; image watermark retrieval; least significant bits; rounding approach; rounding errors; spatial domain analysis; swarm intelligence technique; Cats; Discrete cosine transforms; Frequency domain analysis; Image coding; Particle swarm optimization; Robustness; Watermarking; CSO; PSO time-varying inertia weight factor method; Particle Swarm Optimization; Watermarking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
  • Conference_Location
    Chennai, Tamil Nadu
  • Print_ISBN
    978-1-4577-0588-5
  • Type

    conf

  • DOI
    10.1109/ICRTIT.2011.5972355
  • Filename
    5972355