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A spatial domain‐based color image blind watermarking scheme integrating multilevel discrete Hartley transform

Xueting Zhang, Qingtang Su

2021International Journal of Intelligent Systems31 citationsDOI

Abstract

In this paper, a spatial domain-based blind watermarking scheme of color images integrating multilevel discrete Hartley transform (DHT) is proposed to protect color digital images' copyright under the current 5G network environment. On the basis of the unique spatial computing property of the maximum energy coefficient of DHT and the energy aggregation principle of multilevel image transform, the color watermark image scrambled by Affine transform is directly hidden into color carrier image by quantitative techniques in the spatial domain, rather than the complex DHT domain. The specific performance of the scheme in various aspects is as follows: (1) the average value of the peak signal-to-noise ratio is higher than 40 dB; (2) the average value of structural similarity index metric remains above 0.9700; (3) the average value of normalized cross-correlation under no attack is 1.0000; (4) the average value of normalized cross-correlation. under attack is above 0.9600; (5) the total execution time is 1.1856 s; (6) the maximum embedding capacity is 0.0625 bpp; and (7) the entire key space is greater than 2432. Multiple simulation results demonstrate that the proposed scheme is not merely imperceptible and robust, but also secure and efficient, which can protect the digital copyright with effect.

Topics & Concepts

Digital watermarkingHartley transformWatermarkPeak signal-to-noise ratioDiscrete Hartley transformComputer scienceDiscrete Fourier transform (general)AlgorithmMathematicsDiscrete cosine transformColor spaceColor imageScramblingAffine transformationArtificial intelligenceEmbeddingImage (mathematics)Computer visionImage processingFractional Fourier transformFourier transformFourier analysisPure mathematicsMathematical analysisAdvanced Steganography and Watermarking TechniquesDigital Media Forensic DetectionChaos-based Image/Signal Encryption
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