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量子圖像和視頻處理與安全 讀者對(duì)象:本書(shū)可供從事量子圖像和視頻處理、多媒體安全、量子計(jì)算、信息科學(xué)和計(jì)算機(jī)視覺(jué)等方向研究的博士生和碩士生學(xué)習(xí)參考,同時(shí)對(duì)相關(guān)研究人員具有指導(dǎo)價(jià)值。
本書(shū)以海量圖像和視頻安全保密為應(yīng)用背景,圍繞圖像和視頻的特征,從量子計(jì)算的角度對(duì)圖像和視頻編解碼安全機(jī)制進(jìn)行研究,確立了圖像和視頻信息安全的量子計(jì)算理論框架,揭示了量子圖像和視頻感知信息的處理本質(zhì)。通過(guò)圖像和視頻數(shù)據(jù)的量子化表示,開(kāi)展量子圖像和視頻表示方法的建立、量子處理線路的構(gòu)造和量子安全保密算法的設(shè)計(jì),為海量圖像和視頻的安全保密提供了新型量子計(jì)算模型。 本書(shū)可供從事量子圖像和視頻處理、多媒體安全、量子計(jì)算、信息科學(xué)和計(jì)算機(jī)視覺(jué)等方向研究的博士生和碩士生學(xué)習(xí)參考,同時(shí)對(duì)相關(guān)研究人員具有指導(dǎo)價(jià)值。
宋顯華,女,畢業(yè)于哈爾濱工業(yè)大學(xué)計(jì)算機(jī)科學(xué)與技術(shù)專(zhuān)業(yè),博士研究生,自2007年起任教于哈爾濱理工大學(xué),現(xiàn)為博士生導(dǎo)師。
目 錄
第1章 緒論····································································································.1 1.1 研究目的及意義 ·····················································································1 1.2 量子圖像和視頻基礎(chǔ) ···············································································2 1.2.1 量子力學(xué)相關(guān)概念········································································.2 1.2.2 量子計(jì)算相關(guān)概念········································································.3 1.3 量子圖像和視頻相關(guān)概念 ······································································.11 1.3.1 量子圖像和視頻表示····································································.11 1.3.2 量子圖像和視頻處理····································································.20 1.3.3 量子圖像和視頻安全····································································.22 1.4 本書(shū)組織結(jié)構(gòu) ·····················································································.24 第2章 量子圖像和視頻表示···············································································26 2.1 量子圖像表示 ·····················································································.26 2.2 量子彩色圖像表示 QIRHSI·····································································.27 2.2.1 QIRHSI表示 ··············································································.27 2.2.2 QIRHSI的制備 ···········································································.28 2.2.3 改進(jìn)的QIRHSI(IQIRHSI) ··························································.32 2.3 量子彩色圖像表示 CQIPT······································································.33 2.3.1 CQIPT表示················································································.33 2.3.2 CQIPT的制備·············································································.34 2.4 量子彩色圖像表示 NCQI ·······································································.36 2.4.1 NCQI表示 ·················································································.36 2.4.2 NCQI的制備 ··············································································.36 2.5 量子彩色圖像表示 MCLPQI ···································································.39 2.5.1 MCLPQI表示 ·············································································.39 2.5.2 MCLPQI的制備 ··········································································.40 2.6 量子視頻表示 ·····················································································.42 2.6.1 量子視頻表示框架·······································································.43 2.6.2 量子視頻表示QVNEQR 和 QVNCQI················································.43 2.7 本章小結(jié) ···························································································.43 第3章 量子圖像基本運(yùn)算··················································································45 3.1 QIRHSI 的算術(shù)運(yùn)算··············································································.45 3.1.1 量子比較器················································································.45 3.1.2 基于強(qiáng)度的求反操作····································································.45 3.1.3 基于強(qiáng)度的取補(bǔ)操作····································································.46 3.1.4 基于強(qiáng)度的加法操作····································································.47 3.1.5 基于強(qiáng)度的減法操作····································································.48 3.1.6 復(fù)雜度分析················································································.52 3.1.7 實(shí)驗(yàn)示例···················································································.54 3.2 量子噪聲圖像 ·····················································································.56 3.3 本章小結(jié) ···························································································.58 第4章 量子圖像幾何運(yùn)算··················································································59 4.1 QIRHSI 的基本幾何變換········································································.59 4.1.1 兩點(diǎn)交換···················································································.59 4.1.2 循環(huán)平移···················································································.61 4.1.3 翻折變換···················································································.62 4.1.4 直角旋轉(zhuǎn)···················································································.66 4.1.5 復(fù)雜度分析················································································.68 4.1.6 實(shí)驗(yàn)示例···················································································.68 4.2 IQIRHSI 的尺度縮放·············································································.72 4.2.1 經(jīng)典圖像縮放的最近鄰插值法························································.73 4.2.2 改進(jìn)的量子彩色圖像的縮放···························································.74 4.2.3 實(shí)驗(yàn)示例···················································································.77 4.3 本章小結(jié) ···························································································.79 第5章 量子圖像壓縮························································································80 5.1 QIRHSI 的壓縮····················································································.80 5.2 壓縮率分析 ························································································.82 5.3 本章小結(jié) ···························································································.86 第6章 量子圖像水印························································································87 6.1 量子圖像水印數(shù)學(xué)模型 ·········································································.87 6.1.1 量子圖像水印的嵌入和提取···························································.87 6.1.2 量子圖像水印的優(yōu)化數(shù)學(xué)模型························································.88 6.2 基于量子小波變換的量子圖像水印算法 ····················································.90 6.2.1 量子小波變換·············································································.90 6.2.2 水印算法···················································································.92 6.2.3 仿真結(jié)果及分析··········································································.93 6.3 本章小結(jié) ···························································································.94 第7章 量子圖像加密························································································95 7.1 相關(guān)知識(shí) ···························································································.95 7.1.1 廣義 Logistic 映射 ·······································································.95 7.1.2 量子 Logistic 映射 ·······································································.95 7.2 QIRHSI 加密框架·················································································.96 7.3 QIRHSI 的加密和解密···········································································.97 7.3.1 加密方案···················································································.97 7.3.2 解密方案·················································································.103 7.4 仿真結(jié)果及分析 ················································································.104 7.4.1 統(tǒng)計(jì)和差分分析········································································.105 7.4.2 密鑰敏感性分析··········································································111 7.4.3 密鑰空間分析·············································································111 7.4.4 魯棒性分析··············································································.112 7.4.5 復(fù)雜度分析··············································································.112 7.5 本章小結(jié) ···························································································113 第8章 量子圖像秘密分享···············································································.114 8.1 量子圖像秘密分享的概念 ······································································114 8.1.1 經(jīng)典圖像秘密分享·····································································.114 8.1.2 量子秘密分享···········································································.115 8.1.3 量子圖像秘密分享概念的延伸探討················································.115 8.2 FRQI 的秘密分享·················································································116 8.2.1 分享方案·················································································.116 8.2.2 恢復(fù)方案·················································································.120 8.3 MCQI 的秘密分享··············································································.123 8.3.1 分享方案·················································································.124 8.3.2 恢復(fù)方案·················································································.125 8.4 仿真結(jié)果及分析 ················································································.127 8.4.1 仿真結(jié)果·················································································.127 8.4.2 性能分析·················································································.127 8.5 本章小結(jié) ·························································································.127 第9章 量子視頻加密·····················································································.129 9.1 改進(jìn)的 Logistic 映射 ···········································································.129 9.2 量子視頻置亂 ···················································································.130 9.2.1 幀間位置置亂···········································································.130 9.2.2 幀內(nèi)像素位置置亂·····································································.131 9.3 量子視頻異或(XOR) ·······································································.131 9.4 量子視頻的加密和解密 ·······································································.133 9.4.1 加密方案·················································································.133 9.4.2 解密方案·················································································.135 9.5 仿真結(jié)果及分析 ················································································.135 9.5.1 量子視頻加密展示·····································································.136 9.5.2 安全性分析··············································································.137 9.5.3 統(tǒng)計(jì)分析·················································································.138 9.5.4 密鑰空間分析···········································································.142 9.5.5 復(fù)雜度和實(shí)時(shí)性分析··································································.143 9.5.6 壓縮率分析··············································································.143 9.6 本章小結(jié) ·························································································.143 第10章 量子視頻隱寫(xiě) ···················································································.144 10.1 QVNEQR 的幀運(yùn)動(dòng)檢測(cè)·····································································.144 10.2 最低有效量子比特位(LSQb)····························································.146 10.3 隱寫(xiě)算法························································································.147 10.3.1 QVNEQR 的受控比較器····························································.147 10.3.2 QVNEQR 的最低有效位隱寫(xiě)······················································.149 10.4 基于運(yùn)動(dòng)矢量的 QVNEQR 隱寫(xiě)···························································.151 10.5 仿真結(jié)果························································································.152 10.6 本章小結(jié)························································································.152 第11章 量子算法程序設(shè)計(jì) ·············································································.153 11.1 MATLAB 仿真·················································································.153 11.1.1 FRQI 的 MATLAB 仿真·····························································.153 11.1.2 NEQR 的 MATLAB 仿真····························································.154 11.1.3 QIRHSI 的 MATLAB 仿真··························································.155 11.1.4 CQIPT 的 MATLAB 仿真 ···························································.157 11.1.5 量子小波變換的 MATLAB 仿真 ··················································.158 11.2 量子圖像壓縮的仿真·········································································.159 11.3 本章小結(jié) ························································································.167 附錄 ············································································································.168 附錄 A Hilbert 空間 ·················································································.168 附錄 B Fourier 變換·················································································.170 B.1 連續(xù) Fourier 變換 ········································································.170 B.2 離散 Fourier 變換 ········································································.170 B.3 量子 Fourier 變換 ········································································.171 附錄 C 圖像顏色空間 ··············································································.171 C.1 彩色基礎(chǔ)···················································································.172 C.2 RGB 模型··················································································.174 C.3 HSI 模型 ···················································································.175 C.4 模型轉(zhuǎn)化···················································································.175 參考文獻(xiàn) ······································································································.177
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