Selective image encryption based on pixels of interest and singular value decomposition
In this paper, an efficient yet simple selective encryption technique is proposed based on Saw-Tooth space filling curve, pixels of interest, non-linear chaotic map and singular value decomposition. The core idea of the proposed scheme is to scramble the pixel positions by the means of Saw-Tooth spa...
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Veröffentlicht in: | Digital signal processing 2012-07, Vol.22 (4), p.648-663 |
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description | In this paper, an efficient yet simple selective encryption technique is proposed based on Saw-Tooth space filling curve, pixels of interest, non-linear chaotic map and singular value decomposition. The core idea of the proposed scheme is to scramble the pixel positions by the means of Saw-Tooth space filling curve followed by the selection of significant pixels using pixels of interest method. Then the diffusion process is done on the significant pixels using a secret image key obtained from non-linear chaotic map and singular value decomposition. Finally, a reliable decryption process is proposed to construct original image from the encrypted image. The analysis and experimental results show that the proposed scheme can achieve various purposes of selective encryption and is computationally secure.
► A new selective encryption technique is proposed using Saw-Tooth SFC, POI and SVD. ► A new space filling curve namely Saw-Tooth SFC is proposed and used. ► A novel criterion based on human perception for selecting pixels (POI) is proposed. ► A secret process is also proposed to convert RGB space to a secret space. ► The feasibility of the proposed technique is proved by different kind of analysis. |
doi_str_mv | 10.1016/j.dsp.2012.02.005 |
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► A new selective encryption technique is proposed using Saw-Tooth SFC, POI and SVD. ► A new space filling curve namely Saw-Tooth SFC is proposed and used. ► A novel criterion based on human perception for selecting pixels (POI) is proposed. ► A secret process is also proposed to convert RGB space to a secret space. ► The feasibility of the proposed technique is proved by different kind of analysis.</description><identifier>ISSN: 1051-2004</identifier><identifier>EISSN: 1095-4333</identifier><identifier>DOI: 10.1016/j.dsp.2012.02.005</identifier><language>eng</language><publisher>Elsevier Inc</publisher><subject>Chaos theory ; Construction ; Decomposition ; Diffusion ; Encryption ; Non-linear chaotic map ; Nonlinearity ; Pixels ; Pixels of interest ; Selective encryption ; Singular value decomposition ; Space filling curve</subject><ispartof>Digital signal processing, 2012-07, Vol.22 (4), p.648-663</ispartof><rights>2012 Elsevier Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c330t-81e797e28c2f0fec189f362492c1c131b729619d80515f880ed7ecd513c5e6353</citedby><cites>FETCH-LOGICAL-c330t-81e797e28c2f0fec189f362492c1c131b729619d80515f880ed7ecd513c5e6353</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.dsp.2012.02.005$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Bhatnagar, Gaurav</creatorcontrib><creatorcontrib>Jonathan Wu, Q.M.</creatorcontrib><title>Selective image encryption based on pixels of interest and singular value decomposition</title><title>Digital signal processing</title><description>In this paper, an efficient yet simple selective encryption technique is proposed based on Saw-Tooth space filling curve, pixels of interest, non-linear chaotic map and singular value decomposition. The core idea of the proposed scheme is to scramble the pixel positions by the means of Saw-Tooth space filling curve followed by the selection of significant pixels using pixels of interest method. Then the diffusion process is done on the significant pixels using a secret image key obtained from non-linear chaotic map and singular value decomposition. Finally, a reliable decryption process is proposed to construct original image from the encrypted image. The analysis and experimental results show that the proposed scheme can achieve various purposes of selective encryption and is computationally secure.
► A new selective encryption technique is proposed using Saw-Tooth SFC, POI and SVD. ► A new space filling curve namely Saw-Tooth SFC is proposed and used. ► A novel criterion based on human perception for selecting pixels (POI) is proposed. ► A secret process is also proposed to convert RGB space to a secret space. ► The feasibility of the proposed technique is proved by different kind of analysis.</description><subject>Chaos theory</subject><subject>Construction</subject><subject>Decomposition</subject><subject>Diffusion</subject><subject>Encryption</subject><subject>Non-linear chaotic map</subject><subject>Nonlinearity</subject><subject>Pixels</subject><subject>Pixels of interest</subject><subject>Selective encryption</subject><subject>Singular value decomposition</subject><subject>Space filling curve</subject><issn>1051-2004</issn><issn>1095-4333</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNp9kM1LxDAQxYMouK7-Ad5y9NI6k_QTT7L4BQseVDyGbjJdsnSbmrSL_vemrGdhYObw3uPNj7FrhBQBi9tdasKQCkCRQhzIT9gCoc6TTEp5Ot85JgIgO2cXIewAoMxEsWCfb9SRHu2BuN03W-LUa_8zjNb1fNMEMjweg_2mLnDXctuP5CmMvOkND7bfTl3j-aHpJuKGtNsPLtjZfMnO2qYLdPW3l-zj8eF99ZysX59eVvfrREsJY1IhlXVJotKihZY0VnUrC5HVQqNGiZtS1AXWpor187aqgExJ2uQodU6FzOWS3RxzB---pthM7W3Q1HVNT24KCkFWIoNMZlGKR6n2LgRPrRp8_Nn_RJGaIaqdihDVDFFBHJjj746e-D8dLHkVtI2IyFgfsSnj7D_uX665elk</recordid><startdate>20120701</startdate><enddate>20120701</enddate><creator>Bhatnagar, Gaurav</creator><creator>Jonathan Wu, Q.M.</creator><general>Elsevier Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20120701</creationdate><title>Selective image encryption based on pixels of interest and singular value decomposition</title><author>Bhatnagar, Gaurav ; Jonathan Wu, Q.M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c330t-81e797e28c2f0fec189f362492c1c131b729619d80515f880ed7ecd513c5e6353</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Chaos theory</topic><topic>Construction</topic><topic>Decomposition</topic><topic>Diffusion</topic><topic>Encryption</topic><topic>Non-linear chaotic map</topic><topic>Nonlinearity</topic><topic>Pixels</topic><topic>Pixels of interest</topic><topic>Selective encryption</topic><topic>Singular value decomposition</topic><topic>Space filling curve</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bhatnagar, Gaurav</creatorcontrib><creatorcontrib>Jonathan Wu, Q.M.</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Digital signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bhatnagar, Gaurav</au><au>Jonathan Wu, Q.M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Selective image encryption based on pixels of interest and singular value decomposition</atitle><jtitle>Digital signal processing</jtitle><date>2012-07-01</date><risdate>2012</risdate><volume>22</volume><issue>4</issue><spage>648</spage><epage>663</epage><pages>648-663</pages><issn>1051-2004</issn><eissn>1095-4333</eissn><abstract>In this paper, an efficient yet simple selective encryption technique is proposed based on Saw-Tooth space filling curve, pixels of interest, non-linear chaotic map and singular value decomposition. The core idea of the proposed scheme is to scramble the pixel positions by the means of Saw-Tooth space filling curve followed by the selection of significant pixels using pixels of interest method. Then the diffusion process is done on the significant pixels using a secret image key obtained from non-linear chaotic map and singular value decomposition. Finally, a reliable decryption process is proposed to construct original image from the encrypted image. The analysis and experimental results show that the proposed scheme can achieve various purposes of selective encryption and is computationally secure.
► A new selective encryption technique is proposed using Saw-Tooth SFC, POI and SVD. ► A new space filling curve namely Saw-Tooth SFC is proposed and used. ► A novel criterion based on human perception for selecting pixels (POI) is proposed. ► A secret process is also proposed to convert RGB space to a secret space. ► The feasibility of the proposed technique is proved by different kind of analysis.</abstract><pub>Elsevier Inc</pub><doi>10.1016/j.dsp.2012.02.005</doi><tpages>16</tpages></addata></record> |
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source | ScienceDirect Journals (5 years ago - present) |
subjects | Chaos theory Construction Decomposition Diffusion Encryption Non-linear chaotic map Nonlinearity Pixels Pixels of interest Selective encryption Singular value decomposition Space filling curve |
title | Selective image encryption based on pixels of interest and singular value decomposition |
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