Advance hybrid medical watermarking algorithm using speeded up robust features and discrete cosine transform
In the continuous development of computer network technology, multimedia technology and information technology, digitization has become the main means of displaying information, thus facilitating the storage, copying and dissemination of digital multimedia information. In this context, there are no...
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description | In the continuous development of computer network technology, multimedia technology and information technology, digitization has become the main means of displaying information, thus facilitating the storage, copying and dissemination of digital multimedia information. In this context, there are no restrictions on arbitrary editing, copying, modification, and dissemination of digital images, music, etc., which leads to various social problems such as information security, copyright disputes, and piracy. With the advancement of networks and multimedia, digital watermarking technology has received worldwide attention as an effective method of copyright protection. Improving the anti-geometric attack ability of digital watermarking algorithms using image feature-based algorithms have received extensive attention. This paper proposes a novel robust watermarking algorithm based on SURF-DCT perceptual hashing (Speeded Up Robust Features and Discrete Cosine Transform), namely blind watermarking. The algorithm firstly uses the affine transformation with a feature matrix and chaotic encryption technology to preprocess the watermark image, enhance the confidentiality of the watermark, and perform block and DCT coefficients extraction on the carrier image, and then uses the positive and negative quantization rules to modify the DCT coefficients. The embedding of the watermark is completed, and the blind extraction of the watermark realized. Experiments show that the algorithm has good invisibility and strong robustness against conventional and geometric attacks and can effectively protect the security of images with NC value more than 90%. |
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In this context, there are no restrictions on arbitrary editing, copying, modification, and dissemination of digital images, music, etc., which leads to various social problems such as information security, copyright disputes, and piracy. With the advancement of networks and multimedia, digital watermarking technology has received worldwide attention as an effective method of copyright protection. Improving the anti-geometric attack ability of digital watermarking algorithms using image feature-based algorithms have received extensive attention. This paper proposes a novel robust watermarking algorithm based on SURF-DCT perceptual hashing (Speeded Up Robust Features and Discrete Cosine Transform), namely blind watermarking. The algorithm firstly uses the affine transformation with a feature matrix and chaotic encryption technology to preprocess the watermark image, enhance the confidentiality of the watermark, and perform block and DCT coefficients extraction on the carrier image, and then uses the positive and negative quantization rules to modify the DCT coefficients. The embedding of the watermark is completed, and the blind extraction of the watermark realized. Experiments show that the algorithm has good invisibility and strong robustness against conventional and geometric attacks and can effectively protect the security of images with NC value more than 90%.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0232902</identifier><identifier>PMID: 32497047</identifier><language>eng</language><publisher>San Francisco: Public Library of Science</publisher><subject>Affine transformations ; Algorithms ; Communication ; Computer and Information Sciences ; Computer networks ; Copying ; Copyright ; Copyright infringement ; Copyrights ; Digital imaging ; Digital rights management software ; Digital watermarking ; Digital watermarks ; Digitization ; Discrete cosine transform ; Embedding ; Encryption ; Engineering and Technology ; Image enhancement ; Information technology ; Laboratories ; Medical imaging equipment ; Medical research ; Multimedia ; Music ; Novels ; Physical Sciences ; Piracy (Copyright) ; Research and Analysis Methods ; Robustness ; Security ; Social conditions ; Social problems ; Technology ; Technology application</subject><ispartof>PloS one, 2020-06, Vol.15 (6), p.e0232902-e0232902</ispartof><rights>COPYRIGHT 2020 Public Library of Science</rights><rights>2020 Nawaz et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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In this context, there are no restrictions on arbitrary editing, copying, modification, and dissemination of digital images, music, etc., which leads to various social problems such as information security, copyright disputes, and piracy. With the advancement of networks and multimedia, digital watermarking technology has received worldwide attention as an effective method of copyright protection. Improving the anti-geometric attack ability of digital watermarking algorithms using image feature-based algorithms have received extensive attention. This paper proposes a novel robust watermarking algorithm based on SURF-DCT perceptual hashing (Speeded Up Robust Features and Discrete Cosine Transform), namely blind watermarking. The algorithm firstly uses the affine transformation with a feature matrix and chaotic encryption technology to preprocess the watermark image, enhance the confidentiality of the watermark, and perform block and DCT coefficients extraction on the carrier image, and then uses the positive and negative quantization rules to modify the DCT coefficients. The embedding of the watermark is completed, and the blind extraction of the watermark realized. Experiments show that the algorithm has good invisibility and strong robustness against conventional and geometric attacks and can effectively protect the security of images with NC value more than 90%.</description><subject>Affine transformations</subject><subject>Algorithms</subject><subject>Communication</subject><subject>Computer and Information Sciences</subject><subject>Computer networks</subject><subject>Copying</subject><subject>Copyright</subject><subject>Copyright infringement</subject><subject>Copyrights</subject><subject>Digital imaging</subject><subject>Digital rights management software</subject><subject>Digital watermarking</subject><subject>Digital watermarks</subject><subject>Digitization</subject><subject>Discrete cosine transform</subject><subject>Embedding</subject><subject>Encryption</subject><subject>Engineering and Technology</subject><subject>Image enhancement</subject><subject>Information technology</subject><subject>Laboratories</subject><subject>Medical imaging equipment</subject><subject>Medical research</subject><subject>Multimedia</subject><subject>Music</subject><subject>Novels</subject><subject>Physical Sciences</subject><subject>Piracy (Copyright)</subject><subject>Research and Analysis Methods</subject><subject>Robustness</subject><subject>Security</subject><subject>Social conditions</subject><subject>Social problems</subject><subject>Technology</subject><subject>Technology 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In this context, there are no restrictions on arbitrary editing, copying, modification, and dissemination of digital images, music, etc., which leads to various social problems such as information security, copyright disputes, and piracy. With the advancement of networks and multimedia, digital watermarking technology has received worldwide attention as an effective method of copyright protection. Improving the anti-geometric attack ability of digital watermarking algorithms using image feature-based algorithms have received extensive attention. This paper proposes a novel robust watermarking algorithm based on SURF-DCT perceptual hashing (Speeded Up Robust Features and Discrete Cosine Transform), namely blind watermarking. The algorithm firstly uses the affine transformation with a feature matrix and chaotic encryption technology to preprocess the watermark image, enhance the confidentiality of the watermark, and perform block and DCT coefficients extraction on the carrier image, and then uses the positive and negative quantization rules to modify the DCT coefficients. The embedding of the watermark is completed, and the blind extraction of the watermark realized. Experiments show that the algorithm has good invisibility and strong robustness against conventional and geometric attacks and can effectively protect the security of images with NC value more than 90%.</abstract><cop>San Francisco</cop><pub>Public Library of Science</pub><pmid>32497047</pmid><doi>10.1371/journal.pone.0232902</doi><tpages>e0232902</tpages><orcidid>https://orcid.org/0000-0002-8743-2783</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Affine transformations Algorithms Communication Computer and Information Sciences Computer networks Copying Copyright Copyright infringement Copyrights Digital imaging Digital rights management software Digital watermarking Digital watermarks Digitization Discrete cosine transform Embedding Encryption Engineering and Technology Image enhancement Information technology Laboratories Medical imaging equipment Medical research Multimedia Music Novels Physical Sciences Piracy (Copyright) Research and Analysis Methods Robustness Security Social conditions Social problems Technology Technology application |
title | Advance hybrid medical watermarking algorithm using speeded up robust features and discrete cosine transform |
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