Reversible fragile image watermarking by fuzzy approach

Afsharizadeh, Mahsa; Mohammadi, Majid

doi:10.1109/ikt.2013.6620113

Cited by 2 publications

(1 citation statement)

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“…DCT [12][13][14] and SVD [15] based fragile watermarking, DWT based reversible fragile watermarking [16], SVD based fragile, semi-fragile and robust watermarking technique [17], DWT [18,19] and DWT-SVD [20,21] based robust watermarking techniques, which all use different techniques of artificial intelligence, have been proposed in literature. This paper suggests that the optimal watermarking scheme based on SVD for grey-scale images.…”

Section: Introductionmentioning

confidence: 99%

A new SVD based fragile image watermarking by using genetic algorithm

Aslantaş

Dogru²

2015

SPIE Proceedings

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In this paper, a novel fragile image watermarking scheme based on singular value decomposition (SVD) using genetic algorithm (GA) is proposed. Every line of watermark is scaled by using multiple scaling factors (SFs). Host image is divided into blocks. Watermarked image is obtained by embedding a different line of the watermark to singular values (SVs) of the every block. In this proposed method, the SFs are optimized using GA to obtain maximum transparency. Experimental results indicate that the method reached the highest possible transparency. Fragility of the watermark under various attacks such as rotating, rescaling and sharpening is tested. When an attack does not occur, exactly the original extracted watermark is obtained; on the other hand, the extracted watermark is intensely distorted.

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