Title :
Fuzzy-Based Bacterial Foraging for Watermarking Applications
Author :
Huang, Hsiang-Cheh ; Chen, Yueh-Hong ; Lin, Guan-Yu
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
Abstract :
Digital watermarking has been a popular topic in both researches and applications in the last decade. Based on previous experiences in literature, designing one good watermarking algorithm is desired, and how to assess how good the algorithm is should be based on the preset requirements. Here we use one optimization technique named bacterial foraging and we employ the concept in fuzzy theory to design an effective fitness function with the predetermined requirements. Unlike conventional scheme to fix the components in fitness function, by using the fuzzy concept, better results can be obtained. Simulation results demonstrate the advantages of the proposed algorithm over existing ones in literature.
Keywords :
fuzzy set theory; image coding; optimisation; watermarking; digital watermarking application; fitness function; fuzzy-based bacterial foraging; image coding; optimization technique; Algorithm design and analysis; Application software; Copyright protection; Data mining; Design optimization; Hybrid intelligent systems; Microorganisms; Robustness; Signal processing algorithms; Watermarking; bacterial foraging; fitness function; fuzzy set; watermarking;
Conference_Titel :
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-0-7695-3745-0
DOI :
10.1109/HIS.2009.49