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
Link To Document :
بازگشت