Abstract

With the wide application of color images, watermarking for the copyright protection of color images has become a research hotspot. In this paper, a robust color image watermarking algorithm based on all phase discrete cosine biorthogonal transform (APDCBT) and shuffled singular value decomposition (SSVD) is proposed. The host image is transformed by the 8 × 8 APDCBT to obtain the direct current (DC) coefficient matrix, and then, the singular value decomposition (SVD) is performed on the DC matrix to embed the watermark. The SSVD and Fibonacci transform are mainly used at the watermark preprocessing stage to improve the security and robustness of the algorithm. The watermarks are color images, and a color quick response (QR) code with error correction mechanism is introduced to be a watermark to further improve the robustness. The watermark embedding and extraction processes are symmetrical. The experimental results show that the algorithm can effectively resist common image processing attacks, such as JPEG compression, Gaussian noise, salt and pepper noise, average filter, median filter, Gaussian filter, sharpening, scaling attacks, and a certain degree of rotation attacks. Compared with the color image watermarking algorithms considered in this paper, the proposed algorithm has better performance in robustness and imperceptibility.

Highlights

  • With the rapid development of the information age, digital images, as important information carriers, have been widely spread on the network

  • The experimental results show that the algorithm can effectively resist common image processing attacks, such as JPEG compression, Gaussian noise, salt and pepper noise, average filter, median filter, Gaussian filter, sharpening, scaling attacks, and a certain degree of rotation attacks

  • The better low-frequency energy accumulation characteristics of the all phase discrete cosine biorthogonal transform (APDCBT) and the stability of shuffled singular value decomposition (SSVD) are combined to ensure the robustness of the algorithm

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Summary

Introduction

With the rapid development of the information age, digital images, as important information carriers, have been widely spread on the network. Took the quick response (QR) code as the carrier of watermark information, and combined discrete wavelet transform (DWT) and singular value decomposition (SVD) to embed the watermark into the luminance component of host images. Laur et al [29] proposed a non-blind color image watermarking scheme based on DWT, chirp Z-transform (CZT), QR decomposition, SVD, and entropy, which embedded the watermark into low entropy parts of all three RGB components. Pandey et al [33] embedded the singular values of the watermark into the luminance component of host images using variable scaling factors This algorithm has high payload capacity, while it is a non-blind watermarking algorithm. A robust color image watermarking algorithm based on all phase discrete cosine biorthogonal transform (APDCBT) and shuffled singular value decomposition (SSVD) is proposed.

Preliminary Concepts
APDCBT
Fibonacci Transform
QR Code
Proposed Color Image Watermarking Algorithm
Watermark Embedding
Watermark Extraction
Results and Analysis
Evaluation
Imperceptibility
Robustness
Real-Time Analysis
Conclusions
Full Text
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