Super-Resolution Technique Utilizing A Non-linear Filter For Facial Images
Super-Resolution Technique Utilizing A Non-linear Filter For Facial Images
复制标题
利用非线性滤波器处理面部图像的超分辨率技术
DOI：
10.1109/gcce.2018.8574625
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发表时间：
2018
期刊：
影响因子：
--
通讯作者：
S. Hirano
中科院分区：
文献类型：
--
作者：
Keigo Kano;T. Goto;S. Hirano
由于SNS和智能手机等最新创新的普及，在互联网上处理数字图像的机会正在增加，从而需要高质量的图像。在本文中，我们提出了一种人脸图像处理方法，以获得一个美丽的人脸图像，使用超分辨率技术。具体地，将面部图像分离为皮肤部分和非皮肤部分，并且对非皮肤部分执行超分辨率处理，并且对皮肤部分执行面部校正处理。实验结果表明，该方法可以获得高质量的超分辨率图像。
Opportunities to process digital images on the Internet are increasing due to the popularization of recent innovations such as SNS and smartphones, resulting in the need for highquality images. In this paper, we propose a facial-image processing method to obtain a beautiful facial image using a super-resolution technique. Specifically, a facial image is separated into a skin part and a non-skin part, and superresolution processing is performed on the non-skin part, and facial correction processing is performed on the skin part. Experimental results show that high-quality, super-resolution images can be obtained.