Title :
Fragile and semi-fragile image authentication based on image self-similarity
Author :
El-Din, Sherif Nour ; Moniri, Mansour
Author_Institution :
Sch. of Eng. & Adv. Technol., Staffordshire Univ., Stafford, UK
Abstract :
We propose a new approach for fragile and semi-fragile image authentication based on image self-similarity. The authentication signature is extracted from image representation using generalized finite automata which represents the image in terms of its perceptual self-similarity. This self-similarity is more likely to be damaged due to illegitimate manipulations rather than compression algorithms such as JPEG. The proposed technique is also capable of changing the degree of fragility by setting the value of the image self-similarity parameter α. Furthermore, our approach features an extremely compact signature length whilst maintaining a rather simple implementation. Experimental results are presented for well known images to support these claims.
Keywords :
finite automata; fractals; image representation; message authentication; JPEG; authentication signature; compact signature length; compression algorithms; fragile image authentication; generalized finite automata; illegitimate manipulations; image representation; image self-similarity parameter; perceptual self similarity; semi-fragile image authentication; Authentication; Automata; Digital signatures; Discrete cosine transforms; Feature extraction; Frequency domain analysis; Image coding; Image representation; Transform coding; Watermarking;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1040096