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关于采用嵌入式隐马尔可夫模型和神经网络的人脸识别博士论文

<img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210015.pdf" target="mainFrame">2.5小结</a><br>

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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out3" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210016.pdf" target="mainFrame">第三章人脸图像的预处理</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out31" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210016.pdf" target="mainFrame">3.1论文研究测试用到的人脸图像库</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210016.pdf" target="mainFrame">3.1.1 ORL人脸图像库</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210019.pdf" target="mainFrame">3.1.2自建人脸图像库</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out32" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210020.pdf" target="mainFrame">3.2人脸图像的预处理</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210021.pdf" target="mainFrame">3.3.1基于仿射变换的几何矫正</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210022.pdf" target="mainFrame">3.3.2灰度分布正规化</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210023.pdf" target="mainFrame">3.3人脸识别系统的评价</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210024.pdf" target="mainFrame">3.4小结</a><br>

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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out4" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210025.pdf" target="mainFrame">第四章嵌入式隐Markov模型基本理论及其训练算法的改进</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out41" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210025.pdf" target="mainFrame">4.1隐Markov模型基本理论</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210027.pdf" target="mainFrame">4.1.1隐Markov模型</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210028.pdf" target="mainFrame">4.1.2嵌入式隐Markov模型</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210029.pdf" target="mainFrame">4.1.3嵌入式隐Markov模型的三个基本算法</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out42" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210030.pdf" target="mainFrame">4.2嵌入式隐Markov模型人脸识别</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210031.pdf" target="mainFrame">4.2.1人脸图像的嵌入式隐Markov模型</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210032.pdf" target="mainFrame">4.2.2观察向量的选择</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out43" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210033.pdf" target="mainFrame">4.3嵌入式隐Markov模型的训练和识别</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210034.pdf" target="mainFrame">4.3.1训练和识别流程</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210035.pdf" target="mainFrame">4.3.2一些具体计算问题</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210036.pdf" target="mainFrame">4.3.3嵌入式隐Markov模型人脸识别系统流程</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out44" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210036.pdf" target="mainFrame">4.4改进的嵌入式隐Markov模型训练算法</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210038.pdf" target="mainFrame">4.4.1加权合成的嵌入式隐Markov模型训练算法</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210039.pdf" target="mainFrame">4.4.2增量式训练方法—模块化嵌入式隐Markov模型训练算法</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210040.pdf" target="mainFrame">4.5 Viterbi训练算法</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210041.pdf" target="mainFrame">4.6人脸识别实验</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210042.pdf" target="mainFrame">4.7小结</a><br>

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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out5" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210043.pdf" target="mainFrame">第五章E-HMM/ANN混合识别网络</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210044.pdf" target="mainFrame">5.1 E-HMM人脸识别器</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210045.pdf" target="mainFrame">5.2 E-HMM/ANN混合识别网络拓扑结构</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out53" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210045.pdf" target="mainFrame">5.3 E-HMM/ANN混合识别网络训练算法</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210047.pdf" target="mainFrame">5.3.1基于互熵函数准则的神经网络二阶学习算法</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210048.pdf" target="mainFrame">5.3.2 E-HMM/ANN混合识别网络的训练和识别</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210049.pdf" target="mainFrame">5.4人脸识别实验</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210050.pdf" target="mainFrame">5.5小结</a><br>

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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out6" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210051.pdf" target="mainFrame">第六章E-HMM/ANN混合模型</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out61" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210051.pdf" target="mainFrame">6.1 E-HMM/ANN混合模型</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210053.pdf" target="mainFrame">6.1.1 E-HMM/ANN混合模型定义</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210054.pdf" target="mainFrame">6.1.2 E-HMM/ANN混合模型拓扑结构</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210055.pdf" target="mainFrame">6.2 E-HMM/ANN混合模型训练算法</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out63" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210056.pdf" target="mainFrame">6.3 E-HMM/ANN混合模型训练算法实现中的问题</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210057.pdf" target="mainFrame">6.3.1多个观察向量序列训练</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210058.pdf" target="mainFrame">6.3.2数值稳定性问题</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out64" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210059.pdf" target="mainFrame">6.4发散问题</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210060.pdf" target="mainFrame">6.4.1 Bayes训练算法</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210061.pdf" target="mainFrame">6.4.2基于最大后验概率准则的训练算法</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out65" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210062.pdf" target="mainFrame">6.5 E-HMM/ANN混合模型建模训练和检测识别流程</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210062.pdf" target="mainFrame">6.5.1预处理</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210064.pdf" target="mainFrame">6.5.2 E-HMM/ANN混合模型的训练流程</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210065.pdf" target="mainFrame">6.5.3 E-HMM/ANN混合模型训练算法复杂度分析</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210066.pdf" target="mainFrame">6.5.4 E-HMM/ANN混合模型人脸识别系统流程</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210067.pdf" target="mainFrame">6.6人脸识别实验</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210068.pdf" target="mainFrame">6.7小结</a><br>

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<img SRC="../../images/H.gif"><img SRC="../../images/ofolder.gif" ID="Out7" CLASS="Outline" STYLE="cursor:hand"><a href="y6382210069.pdf" target="mainFrame">第七章总结与展望</a><br>

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<img SRC="../../images/I.gif"><img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210070.pdf" target="mainFrame">7.1总结</a><br>

<img SRC="../../images/I.gif"><img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210071.pdf" target="mainFrame">7.2对进一步工作的展望</a><br>

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<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210072.pdf" target="mainFrame">参考文献</a><br>

<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210073.pdf" target="mainFrame">附录1 ORL人脸图像库中部分对象脸像</a><br>

<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210074.pdf" target="mainFrame">附录2自建人脸图像库中部分对象脸像</a><br>

<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210075.pdf" target="mainFrame">攻读博士学位期间发表(录用)论文</a><br><%EOF%>

<img SRC="../../images/H.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210076.pdf" target="mainFrame">创新点摘要</a><br>

<img SRC="../../images/L.gif"><img SRC="../../images/nfolder.gif"><a href="y6382210077.pdf" target="mainFrame">致谢</a><br>

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