An SVD-based watermarking scheme using SA algorithm and compared to GA based method
Image watermarking, the process of embedding data into a cover image and extract watermark under different attacks, can be used primarily for copyright protection and other purposes. Two key components in watermarking are perceptual transparency and robustness of the watermark. A tradeoff between th...
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creator | Kazemi, Z. Vahedian, M. Asadpour, V. |
description | Image watermarking, the process of embedding data into a cover image and extract watermark under different attacks, can be used primarily for copyright protection and other purposes. Two key components in watermarking are perceptual transparency and robustness of the watermark. A tradeoff between these two features exists, which can be introduced as an optimization problem. Simulated annealing and genetic algorithms are two stochastic methods which are currently used for difficult optimization problems. Simulated annealing as optimization algorithm has not been used in image watermarking. So to achieve a better optimization and comparing optimization algorithms, we applied SA and GA algorithms in watermarking based on SVD. Simulation results show that the SA algorithm method has better results from the other algorithm in some attacks. |
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Two key components in watermarking are perceptual transparency and robustness of the watermark. A tradeoff between these two features exists, which can be introduced as an optimization problem. Simulated annealing and genetic algorithms are two stochastic methods which are currently used for difficult optimization problems. Simulated annealing as optimization algorithm has not been used in image watermarking. So to achieve a better optimization and comparing optimization algorithms, we applied SA and GA algorithms in watermarking based on SVD. Simulation results show that the SA algorithm method has better results from the other algorithm in some attacks.</description><identifier>ISSN: 2164-7054</identifier><identifier>ISBN: 1457707306</identifier><identifier>ISBN: 9781457707308</identifier><identifier>EISBN: 9644634284</identifier><identifier>EISBN: 9789644634284</identifier><language>eng</language><publisher>IEEE</publisher><subject>Biological cells ; Filtering ; genetic algorithm ; Genetic algorithms ; Robustness ; Simulated annealing ; SVD ; Watermarking</subject><ispartof>2011 19th Iranian Conference on Electrical Engineering, 2011, p.1-5</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/5955555$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,780,784,789,790,2058,54920</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/5955555$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Kazemi, Z.</creatorcontrib><creatorcontrib>Vahedian, M.</creatorcontrib><creatorcontrib>Asadpour, V.</creatorcontrib><title>An SVD-based watermarking scheme using SA algorithm and compared to GA based method</title><title>2011 19th Iranian Conference on Electrical Engineering</title><addtitle>IranianCEE</addtitle><description>Image watermarking, the process of embedding data into a cover image and extract watermark under different attacks, can be used primarily for copyright protection and other purposes. 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Simulation results show that the SA algorithm method has better results from the other algorithm in some attacks.</description><subject>Biological cells</subject><subject>Filtering</subject><subject>genetic algorithm</subject><subject>Genetic algorithms</subject><subject>Robustness</subject><subject>Simulated annealing</subject><subject>SVD</subject><subject>Watermarking</subject><issn>2164-7054</issn><isbn>1457707306</isbn><isbn>9781457707308</isbn><isbn>9644634284</isbn><isbn>9789644634284</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2011</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNp9jcsOgjAURGvURFG-wM39AZICpYUl8bnHuCUVroBSIC3G-PdCdO3ZTCaTk5kQK-KMcZ95IZsSy2WBEFT4lM_I0nM5cwQN2ILYxtzpAOeRG4olSeIGksvOuUqDObxkj1pJ_aiaAkxWokJ4mrEkMci6aHXVlwpkk0PWqk7qwelbOMbw9RX2ZZuvyfwma4P2L1dkc9iftyenQsS009Xw8E6DKBjx_68f9Ic9Pg</recordid><startdate>201105</startdate><enddate>201105</enddate><creator>Kazemi, Z.</creator><creator>Vahedian, M.</creator><creator>Asadpour, V.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201105</creationdate><title>An SVD-based watermarking scheme using SA algorithm and compared to GA based method</title><author>Kazemi, Z. ; Vahedian, M. ; Asadpour, V.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-ieee_primary_59555553</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Biological cells</topic><topic>Filtering</topic><topic>genetic algorithm</topic><topic>Genetic algorithms</topic><topic>Robustness</topic><topic>Simulated annealing</topic><topic>SVD</topic><topic>Watermarking</topic><toplevel>online_resources</toplevel><creatorcontrib>Kazemi, Z.</creatorcontrib><creatorcontrib>Vahedian, M.</creatorcontrib><creatorcontrib>Asadpour, V.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Kazemi, Z.</au><au>Vahedian, M.</au><au>Asadpour, V.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>An SVD-based watermarking scheme using SA algorithm and compared to GA based method</atitle><btitle>2011 19th Iranian Conference on Electrical Engineering</btitle><stitle>IranianCEE</stitle><date>2011-05</date><risdate>2011</risdate><spage>1</spage><epage>5</epage><pages>1-5</pages><issn>2164-7054</issn><isbn>1457707306</isbn><isbn>9781457707308</isbn><eisbn>9644634284</eisbn><eisbn>9789644634284</eisbn><abstract>Image watermarking, the process of embedding data into a cover image and extract watermark under different attacks, can be used primarily for copyright protection and other purposes. Two key components in watermarking are perceptual transparency and robustness of the watermark. A tradeoff between these two features exists, which can be introduced as an optimization problem. Simulated annealing and genetic algorithms are two stochastic methods which are currently used for difficult optimization problems. Simulated annealing as optimization algorithm has not been used in image watermarking. So to achieve a better optimization and comparing optimization algorithms, we applied SA and GA algorithms in watermarking based on SVD. Simulation results show that the SA algorithm method has better results from the other algorithm in some attacks.</abstract><pub>IEEE</pub></addata></record> |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Biological cells Filtering genetic algorithm Genetic algorithms Robustness Simulated annealing SVD Watermarking |
title | An SVD-based watermarking scheme using SA algorithm and compared to GA based method |
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