Title :
Fragile watermarking scheme using a simple genetic algorithm
Author :
Sang-Kwang Lee ; Yo-Sung Ho
Author_Institution :
Kwangju Inst. of Sci. & Technol., South Korea
Abstract :
In this paper, we propose a fragile watermarking scheme using a simple genetic algorithm. In order to check whether the received image maintains the same attributes as the original image, we exploit block edge characteristics of the image. We use the edge information as a fitness measure in the simple genetic algorithm for message coding. New strings are shuffled randomly and then inserted into the least significant bits of the original image. Experimental results demonstrate that the proposed watermark extraction algorithm can detect any modifications of the original image.
Keywords :
copy protection; edge detection; feature extraction; genetic algorithms; image coding; security of data; fitness measure; fragile watermarking scheme; image block edge characteristics; message coding; modification detection; randomly shuffled strings; received image; simple genetic algorithm; watermark extraction algorithm; Authentication; Classification algorithms; Data mining; Discrete cosine transforms; Genetic algorithms; Genetic mutations; Image coding; Image edge detection; Robustness; Watermarking;
Conference_Titel :
Consumer Electronics, 2002. ICCE. 2002 Digest of Technical Papers. International Conference on
Conference_Location :
Los Angeles, CA, USA
Print_ISBN :
0-7803-7300-6
DOI :
10.1109/ICCE.2002.1013986