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论文解析《Deep Convolutional Neural Network Features and the Original Image》
时间 2021-01-02
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这一篇论文详细分析了人脸识别中CNN网络提取到的features有一些什么样的性质,一般人脸识别中CNN出来后面接一个线性层用交叉熵来分类,这里的features值得就是cnn出来的512或者128维的浮点数组。 文章首先用这个features作为输入,使用LDA来分类,预测头部姿态Yaw,Pitch,和图像媒介,得到下面的结果,可以看到,embeding features还是包含反映面部姿态和原
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