Skewed Histogram Shifting for Reversible Data Hiding using a Pair of Extreme Predictions Source: IEEE Transactions on Circuits and Systems for Video Technology(

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Presentation transcript:

Skewed Histogram Shifting for Reversible Data Hiding using a Pair of Extreme Predictions Source: IEEE Transactions on Circuits and Systems for Video Technology( Early Access ) Authors: Suah Kim, Xiaochao Qu, Vasily Sachnev, Hyoung Joong Kim Speaker: Tzu-Meng Wang Date: 12/20/2018

bi: the bit to embed (0 or 1) Related Work(1/3) histogram shifting fR (200) fL (85) two peaks: fL and fR bi: the bit to embed (0 or 1)

Related Work(2/3) histogram bin expansion b = 1 0 1 0 1 0 histogram shifting histogram bin expansion b = 1 0 1 0 1 0 2 4 85 95 73 94 193 200 253 207 189 251 1 3 85 95 72 94 193 200 254 208 189 252 1 3 84 95 85 72 94 193 200 254 201 208 189 252

Related Work(3/3) Image recovery extracted bin values histogram shifting Image recovery extracted bin values 1 3 84 95 85 72 94 193 200 254 201 208 189 252 2 4 84 95 85 73 94 193 200 253 201 207 189 251 2 4 85 (1) 95 (0) 73 94 193 200 253 207 189 251

Preliminary-- Skewed Histogram(1/2)

Preliminary-- Skewed Histogram(2/2) 120 115 127 113 130 secret bit: 01 traditional histogram shifting left skewed histogram shifting 119 120 114 127 112 131 120 115 127 113 131 120 115 127 128 113 132

Proposed Method(1/10)

Proposed Method(2/10) PHS(positive histogram shifting) NHS(negative histogram shifting)

Proposed Method(3/10) NHS PHS 77 125 127 126 123 77 125 127 126 123 128 125 127 126 124 123

Proposed Method(4/10) Extraction PHS(positive histogram shifting) NHS(negative histogram shifting)

Proposed Method(5/10) 77 125 127 126 124 123 77 125 127 126 123 124 77 125 127 126 123 124

Proposed Method(5/10)

Proposed Method(6/10) 77 125 127 126 123 124 81 123 127 124 125 122 1+2+3+2+1+1 =10 1+2+1+0+1+1 =6

Experiment Results(1/2)

Experiment Results(2/2)

Conclusion A novel way to do histogram shifting Increases PSNR