A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification
In this paper, based on two-dimensional difference- histogram modification, a novel reversible data hiding (RDH) scheme is proposed by using difference-pair-mapping (DPM). First, by considering each pixel-pair and its context, a sequence consisting of pairs of difference values is computed. Then, a...
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| Veröffentlicht in: | IEEE transactions on information forensics and security 2013-07, Vol.8 (7), p.1091-1100 |
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| creator | Li, Xiaolong Zhang, Weiming Gui, Xinlu Yang, Bin |
| description | In this paper, based on two-dimensional difference- histogram modification, a novel reversible data hiding (RDH) scheme is proposed by using difference-pair-mapping (DPM). First, by considering each pixel-pair and its context, a sequence consisting of pairs of difference values is computed. Then, a two-dimensional difference-histogram is generated by counting the frequency of the resulting difference-pairs. Finally, reversible data embedding is implemented according to a specifically designed DPM. Here, the DPM is an injective mapping defined on difference-pairs. It is a natural extension of expansion embedding and shifting techniques used in current histogram-based RDH methods. By the proposed approach, compared with the conventional one-dimensional difference-histogram and one-dimensional prediction-error-histogram-based RDH methods, the image redundancy can be better exploited and an improved embedding performance is achieved. Moreover, a pixel-pair-selection strategy is also adopted to priorly use the pixel-pairs located in smooth image regions to embed data. This can further enhance the embedding performance. Experimental results demonstrate that the proposed scheme outperforms some state-of-the-art RDH works. |
| doi_str_mv | 10.1109/TIFS.2013.2261062 |
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First, by considering each pixel-pair and its context, a sequence consisting of pairs of difference values is computed. Then, a two-dimensional difference-histogram is generated by counting the frequency of the resulting difference-pairs. Finally, reversible data embedding is implemented according to a specifically designed DPM. Here, the DPM is an injective mapping defined on difference-pairs. It is a natural extension of expansion embedding and shifting techniques used in current histogram-based RDH methods. By the proposed approach, compared with the conventional one-dimensional difference-histogram and one-dimensional prediction-error-histogram-based RDH methods, the image redundancy can be better exploited and an improved embedding performance is achieved. Moreover, a pixel-pair-selection strategy is also adopted to priorly use the pixel-pairs located in smooth image regions to embed data. This can further enhance the embedding performance. Experimental results demonstrate that the proposed scheme outperforms some state-of-the-art RDH works.</description><identifier>ISSN: 1556-6013</identifier><identifier>EISSN: 1556-6021</identifier><identifier>DOI: 10.1109/TIFS.2013.2261062</identifier><identifier>CODEN: ITIFA6</identifier><language>eng</language><publisher>New York, NY: IEEE</publisher><subject>Applied sciences ; Artificial intelligence ; Computer information security ; Computer science; control theory; systems ; Context ; Correlation ; Counting ; Cryptography ; Data mining ; Difference-pair-mapping (DPM) ; Exact sciences and technology ; histogram modification ; Histograms ; Image quality ; Information, signal and communications theory ; Memory and file management (including protection and security) ; Memory organisation. Data processing ; Noise measurement ; Pattern recognition. Digital image processing. Computational geometry ; Performance enhancement ; Redundancy ; reversible data hiding (RDH) ; Signal and communications theory ; Software ; State of the art ; Strategy ; Telecommunications and information theory ; Two dimensional ; two-dimensional difference-histogram</subject><ispartof>IEEE transactions on information forensics and security, 2013-07, Vol.8 (7), p.1091-1100</ispartof><rights>2014 INIST-CNRS</rights><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Jul 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c356t-79b49d73cc20e00984be28111629c3305b1e6824e33c12fad2e5fabd91d9d0613</citedby><cites>FETCH-LOGICAL-c356t-79b49d73cc20e00984be28111629c3305b1e6824e33c12fad2e5fabd91d9d0613</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6512007$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>315,781,785,797,27928,27929,54762</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6512007$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27574579$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Xiaolong</creatorcontrib><creatorcontrib>Zhang, Weiming</creatorcontrib><creatorcontrib>Gui, Xinlu</creatorcontrib><creatorcontrib>Yang, Bin</creatorcontrib><title>A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification</title><title>IEEE transactions on information forensics and security</title><addtitle>TIFS</addtitle><description>In this paper, based on two-dimensional difference- histogram modification, a novel reversible data hiding (RDH) scheme is proposed by using difference-pair-mapping (DPM). First, by considering each pixel-pair and its context, a sequence consisting of pairs of difference values is computed. Then, a two-dimensional difference-histogram is generated by counting the frequency of the resulting difference-pairs. Finally, reversible data embedding is implemented according to a specifically designed DPM. Here, the DPM is an injective mapping defined on difference-pairs. It is a natural extension of expansion embedding and shifting techniques used in current histogram-based RDH methods. By the proposed approach, compared with the conventional one-dimensional difference-histogram and one-dimensional prediction-error-histogram-based RDH methods, the image redundancy can be better exploited and an improved embedding performance is achieved. Moreover, a pixel-pair-selection strategy is also adopted to priorly use the pixel-pairs located in smooth image regions to embed data. This can further enhance the embedding performance. Experimental results demonstrate that the proposed scheme outperforms some state-of-the-art RDH works.</description><subject>Applied sciences</subject><subject>Artificial intelligence</subject><subject>Computer information security</subject><subject>Computer science; control theory; systems</subject><subject>Context</subject><subject>Correlation</subject><subject>Counting</subject><subject>Cryptography</subject><subject>Data mining</subject><subject>Difference-pair-mapping (DPM)</subject><subject>Exact sciences and technology</subject><subject>histogram modification</subject><subject>Histograms</subject><subject>Image quality</subject><subject>Information, signal and communications theory</subject><subject>Memory and file management (including protection and security)</subject><subject>Memory organisation. Data processing</subject><subject>Noise measurement</subject><subject>Pattern recognition. Digital image processing. Computational geometry</subject><subject>Performance enhancement</subject><subject>Redundancy</subject><subject>reversible data hiding (RDH)</subject><subject>Signal and communications theory</subject><subject>Software</subject><subject>State of the art</subject><subject>Strategy</subject><subject>Telecommunications and information theory</subject><subject>Two dimensional</subject><subject>two-dimensional difference-histogram</subject><issn>1556-6013</issn><issn>1556-6021</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpdkE1Lw0AQhoMoWKs_QLwsiOAldWc3u0mOtbW24AfYeo6bzaRuSbK6m1b896a09OBpBuZ5X5gnCC6BDgBoereYTeYDRoEPGJNAJTsKeiCEDCVlcHzYgZ8GZ96vKI0ikEkv-BiSF7vBirzhBp03eYVkrFpFpqYwzZLM9SfWSO6Vx4LYhix-bDg2NTbe2EZVZGzKEh02GsOp8a1dOlWTZ1uY0mjVdsx5cFKqyuPFfvaD98nDYjQNn14fZ6PhU6i5kG0Yp3mUFjHXmlGkNE2iHFkCAJKlmnMqckCZsAg518BKVTAUpcqLFIq0oBJ4P7jd9X45-71G32a18RqrSjVo1z4DGYNgiUx4h17_Q1d27bpvOoqLmDEeSdlRsKO0s947LLMvZ2rlfjOg2dZ5tnWebZ1ne-dd5mbfrLxWVelUo40_BFks4kjEacdd7TiDiIezFMAojfkfWeSIfQ</recordid><startdate>20130701</startdate><enddate>20130701</enddate><creator>Li, Xiaolong</creator><creator>Zhang, Weiming</creator><creator>Gui, Xinlu</creator><creator>Yang, Bin</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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Data processing</topic><topic>Noise measurement</topic><topic>Pattern recognition. Digital image processing. Computational geometry</topic><topic>Performance enhancement</topic><topic>Redundancy</topic><topic>reversible data hiding (RDH)</topic><topic>Signal and communications theory</topic><topic>Software</topic><topic>State of the art</topic><topic>Strategy</topic><topic>Telecommunications and information theory</topic><topic>Two dimensional</topic><topic>two-dimensional difference-histogram</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Xiaolong</creatorcontrib><creatorcontrib>Zhang, Weiming</creatorcontrib><creatorcontrib>Gui, Xinlu</creatorcontrib><creatorcontrib>Yang, Bin</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library Online</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><jtitle>IEEE transactions on information forensics and security</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Li, Xiaolong</au><au>Zhang, Weiming</au><au>Gui, Xinlu</au><au>Yang, Bin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification</atitle><jtitle>IEEE transactions on information forensics and security</jtitle><stitle>TIFS</stitle><date>2013-07-01</date><risdate>2013</risdate><volume>8</volume><issue>7</issue><spage>1091</spage><epage>1100</epage><pages>1091-1100</pages><issn>1556-6013</issn><eissn>1556-6021</eissn><coden>ITIFA6</coden><abstract>In this paper, based on two-dimensional difference- histogram modification, a novel reversible data hiding (RDH) scheme is proposed by using difference-pair-mapping (DPM). First, by considering each pixel-pair and its context, a sequence consisting of pairs of difference values is computed. Then, a two-dimensional difference-histogram is generated by counting the frequency of the resulting difference-pairs. Finally, reversible data embedding is implemented according to a specifically designed DPM. Here, the DPM is an injective mapping defined on difference-pairs. It is a natural extension of expansion embedding and shifting techniques used in current histogram-based RDH methods. By the proposed approach, compared with the conventional one-dimensional difference-histogram and one-dimensional prediction-error-histogram-based RDH methods, the image redundancy can be better exploited and an improved embedding performance is achieved. Moreover, a pixel-pair-selection strategy is also adopted to priorly use the pixel-pairs located in smooth image regions to embed data. This can further enhance the embedding performance. Experimental results demonstrate that the proposed scheme outperforms some state-of-the-art RDH works.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/TIFS.2013.2261062</doi><tpages>10</tpages></addata></record> |
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| subjects | Applied sciences Artificial intelligence Computer information security Computer science control theory systems Context Correlation Counting Cryptography Data mining Difference-pair-mapping (DPM) Exact sciences and technology histogram modification Histograms Image quality Information, signal and communications theory Memory and file management (including protection and security) Memory organisation. Data processing Noise measurement Pattern recognition. Digital image processing. Computational geometry Performance enhancement Redundancy reversible data hiding (RDH) Signal and communications theory Software State of the art Strategy Telecommunications and information theory Two dimensional two-dimensional difference-histogram |
| title | A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification |
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