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Erschienen in: Soft Computing 1/2020

19.03.2019 | Methodologies and Application

An improved watermarking algorithm for color image using Schur decomposition

verfasst von: Qingtang Su, Xiaofeng Zhang, Gang Wang

Erschienen in: Soft Computing | Ausgabe 1/2020

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Abstract

In order to protect the color image copyright protection of the multimedia big data, it is necessary to design a color image watermarking algorithm. To achieve this purpose, an improved color image watermarking algorithm based on Schur decomposition is proposed in this paper. First, the watermark information is, respectively, embedded into the upper triangular matrix and the unitary matrix of Schur decomposition by two different methods, and two temporary watermarked image blocks are obtained. Then, the proposed improved method is used to select the final watermarked image block from these temporary watermarked image blocks. The highlight of the proposed method is that the final watermarked block has less visual distortion. Meanwhile, the embedded flag is created and uploaded to the cloud service provider with the watermarked image. When extracting watermark, the original host image or the watermark image is not needed. Experimental results show that the proposed watermarking algorithm has better performance; in particular, the watermark invisibility has been obviously improved than other methods considered in this paper.

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Literatur
Zurück zum Zitat Arsalan M, Qureshi AS, Khan A, Rajarajan M (2017) Protection of medical images and patient related information in healthcare: using an intelligent and reversible watermarking technique. Appl Soft Comput 51(1):168–179CrossRef Arsalan M, Qureshi AS, Khan A, Rajarajan M (2017) Protection of medical images and patient related information in healthcare: using an intelligent and reversible watermarking technique. Appl Soft Comput 51(1):168–179CrossRef
Zurück zum Zitat Chen H, Zhu Y (2012) A robust watermarking algorithm based on QR factorization and DCT using quantization index modulation technique. J Zhejiang Univ Sci C 13(8):573–584CrossRef Chen H, Zhu Y (2012) A robust watermarking algorithm based on QR factorization and DCT using quantization index modulation technique. J Zhejiang Univ Sci C 13(8):573–584CrossRef
Zurück zum Zitat Chou CH, Wu TL (2003) Embedding color watermarks in color images. Eur J Adv Signal Process 2003(1):32–403 Chou CH, Wu TL (2003) Embedding color watermarks in color images. Eur J Adv Signal Process 2003(1):32–403
Zurück zum Zitat Fu Z, Wu X, Guan C, Sun X, Ren K (2016a) Towards efficient multi-keyword fuzzy search over encrypted outsourced data with accuracy improvement. IEEE Trans Inf Forensics Secur 11(12):2706–2716CrossRef Fu Z, Wu X, Guan C, Sun X, Ren K (2016a) Towards efficient multi-keyword fuzzy search over encrypted outsourced data with accuracy improvement. IEEE Trans Inf Forensics Secur 11(12):2706–2716CrossRef
Zurück zum Zitat Fu Z, Ren K, Shu J, Sun X, Huang F (2016b) Enabling personalized search over encrypted outsourced data with efficiency improvement. IEEE Trans Parallel Distrib Syst 27(9):2546–2559CrossRef Fu Z, Ren K, Shu J, Sun X, Huang F (2016b) Enabling personalized search over encrypted outsourced data with efficiency improvement. IEEE Trans Parallel Distrib Syst 27(9):2546–2559CrossRef
Zurück zum Zitat Golea NEH, Seghir R, Benzid R (2010) A bind RGB color image watermarking based on singular value decomposition. In: Proceedings of the 2010 IEEE/ACS international conference on computer systems and applications, pp 1–5 Golea NEH, Seghir R, Benzid R (2010) A bind RGB color image watermarking based on singular value decomposition. In: Proceedings of the 2010 IEEE/ACS international conference on computer systems and applications, pp 1–5
Zurück zum Zitat Golub GH, Van Loan CF (1989) Matrix computations. Johns Hopkins University Press, Baltimore, pp 1–30MATH Golub GH, Van Loan CF (1989) Matrix computations. Johns Hopkins University Press, Baltimore, pp 1–30MATH
Zurück zum Zitat Kong X, Wang B, Li X (2015) Multimedia information security: a review. J Inf Secur Res 1(1):44–53 Kong X, Wang B, Li X (2015) Multimedia information security: a review. J Inf Secur Res 1(1):44–53
Zurück zum Zitat Naderahmadian Y, Hosseini-Khayat S (2014) Fast and robust watermarking in still images based on QR decomposition. Multimed Tools Appl 72(3):2597–2618CrossRef Naderahmadian Y, Hosseini-Khayat S (2014) Fast and robust watermarking in still images based on QR decomposition. Multimed Tools Appl 72(3):2597–2618CrossRef
Zurück zum Zitat Ono S, Maehara T, Minami K (2016) Coevolutionary design of a watermark embedding scheme and an extraction algorithm for detecting replicated two-dimensional barcodes. Appl Soft Comput 46(9):991–1007CrossRef Ono S, Maehara T, Minami K (2016) Coevolutionary design of a watermark embedding scheme and an extraction algorithm for detecting replicated two-dimensional barcodes. Appl Soft Comput 46(9):991–1007CrossRef
Zurück zum Zitat Ren Y, Shen J, Wang J, Xu J, Fang L (2014) Security data auditing based on multifunction digital watermark for multimedia file in cloud storage. Int J Multimed Ubiquitous Eng 9(9):231–240CrossRef Ren Y, Shen J, Wang J, Xu J, Fang L (2014) Security data auditing based on multifunction digital watermark for multimedia file in cloud storage. Int J Multimed Ubiquitous Eng 9(9):231–240CrossRef
Zurück zum Zitat Rivest RL (1992) The MD5 message digest algorithm, Internet RFC 1321 Rivest RL (1992) The MD5 message digest algorithm, Internet RFC 1321
Zurück zum Zitat Singh N, Singh S (2013) The amalgamation of digital watermarking and cloud watermarking for security enhancement in cloud computing. Int J Comput Sci Mobile Comput 2(4):333–339 Singh N, Singh S (2013) The amalgamation of digital watermarking and cloud watermarking for security enhancement in cloud computing. Int J Comput Sci Mobile Comput 2(4):333–339
Zurück zum Zitat Su Q (2016) Novel blind colour image watermarking technique using Hessenberg decomposition. IET Image Process 10(11):817–829CrossRef Su Q (2016) Novel blind colour image watermarking technique using Hessenberg decomposition. IET Image Process 10(11):817–829CrossRef
Zurück zum Zitat Su Q, Chen B (2017) An improved color image watermarking scheme based on Schur decomposition. Multimed Tools Appl 76(2):24221–24249CrossRef Su Q, Chen B (2017) An improved color image watermarking scheme based on Schur decomposition. Multimed Tools Appl 76(2):24221–24249CrossRef
Zurück zum Zitat Su Q, Chen B (2018) Robust color image watermarking technique in the spatial domain. Soft Comput 22(1):91–106MathSciNetCrossRef Su Q, Chen B (2018) Robust color image watermarking technique in the spatial domain. Soft Comput 22(1):91–106MathSciNetCrossRef
Zurück zum Zitat Su Q, Niu Y, Liu X, Zhu Y (2012) Embedding color watermarks in color images based on Schur decomposition. Opt Commun 285(7):1792–1802CrossRef Su Q, Niu Y, Liu X, Zhu Y (2012) Embedding color watermarks in color images based on Schur decomposition. Opt Commun 285(7):1792–1802CrossRef
Zurück zum Zitat Su Q, Niu Y, Wang G, Jia S, Yue J (2014a) Color watermark image embedded in color host image via QR decomposition. Signal Process 94(1):219–235CrossRef Su Q, Niu Y, Wang G, Jia S, Yue J (2014a) Color watermark image embedded in color host image via QR decomposition. Signal Process 94(1):219–235CrossRef
Zurück zum Zitat Su Q, Niu Y, Zou H, Zhao Y, Yao T (2014b) A blind double color image watermarking algorithm based on QR decomposition. Multimed Tools Appl 72(1):987–1009CrossRef Su Q, Niu Y, Zou H, Zhao Y, Yao T (2014b) A blind double color image watermarking algorithm based on QR decomposition. Multimed Tools Appl 72(1):987–1009CrossRef
Zurück zum Zitat Su Q, Wang G, Jia S, Zhang X, Liu Q, Liu LX (2015) Embedding color image watermark in color image based on two-level DCT. Signal Image Video Process 9(5):991–1007CrossRef Su Q, Wang G, Jia S, Zhang X, Liu Q, Liu LX (2015) Embedding color image watermark in color image based on two-level DCT. Signal Image Video Process 9(5):991–1007CrossRef
Zurück zum Zitat Wang J, Lian S (2012) On multi-watermarking in cloud environment. Concurr Comput Pract Exp 24(17):2151–2164CrossRef Wang J, Lian S (2012) On multi-watermarking in cloud environment. Concurr Comput Pract Exp 24(17):2151–2164CrossRef
Zurück zum Zitat Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13(4):600–612CrossRef Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13(4):600–612CrossRef
Zurück zum Zitat Xia Z, Wang X, Zhang L, Qin Z, Sun X, Ren K (2016) A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing. IEEE Trans Inf Forensics Secur 11(11):2594–2608CrossRef Xia Z, Wang X, Zhang L, Qin Z, Sun X, Ren K (2016) A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing. IEEE Trans Inf Forensics Secur 11(11):2594–2608CrossRef
Zurück zum Zitat Yong Z, Cai LL, Shen LQ, Jiang ZT (2009) A blind watermarking algorithm based on block DCT for dual color images. In: Proceedings of the second international symposium on electronic commerce and security, vol 2, pp 213–217 Yong Z, Cai LL, Shen LQ, Jiang ZT (2009) A blind watermarking algorithm based on block DCT for dual color images. In: Proceedings of the second international symposium on electronic commerce and security, vol 2, pp 213–217
Zurück zum Zitat Zheng Y, Jeon B, Xu D, Wu QMJ, Zhang H (2015) Image segmentation by generalized hierarchical fuzzy C-means algorithm. J Intell Fuzzy Syst 28(2):961–973CrossRef Zheng Y, Jeon B, Xu D, Wu QMJ, Zhang H (2015) Image segmentation by generalized hierarchical fuzzy C-means algorithm. J Intell Fuzzy Syst 28(2):961–973CrossRef
Zurück zum Zitat Zhou Z, Wang Y, Wu QMJ, Yang C, Sun X (2017) Effective and efficient global context verification for image copy detection. IEEE Trans Inf Forensics Secur 12(1):48–63CrossRef Zhou Z, Wang Y, Wu QMJ, Yang C, Sun X (2017) Effective and efficient global context verification for image copy detection. IEEE Trans Inf Forensics Secur 12(1):48–63CrossRef
Metadaten
Titel
An improved watermarking algorithm for color image using Schur decomposition
verfasst von
Qingtang Su
Xiaofeng Zhang
Gang Wang
Publikationsdatum
19.03.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 1/2020
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-019-03924-5

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