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Glasses Removal from Facial Images with Recursive PCA Reconstruction

机译:递归PCA重建从面部图像去除眼镜

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摘要

This paper proposes a new glasses removal method from color frontal facial image to generate gray glassless facial image. The proposed method is based on recursive PCA reconstruction. For the generation of glassless images, the occluded region by glasses should be found, and a good reconstructed image to compensate with should be obtained. The recursive PCA reconstruction provides us with both of them simultaneously, and finally produces glassless facial images. This paper shows the effectiveness of the proposed method by some experimental results.
机译:提出了一种从彩色正面人脸图像中去除灰色眼镜的人脸图像的新方法。该方法基于递归PCA重构。为了产生无玻璃图像,应找到眼镜的遮挡区域,并应获得良好的重建图像以进行补偿。递归PCA重建同时为我们提供了这两种方法,最终生成了无眼镜的面部图像。通过一些实验结果证明了该方法的有效性。

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