Face Normals “in-the-wild” using Fully Convolutional Networks

Face Normals “in-the-wild” using Fully Convolutional Networks[cvpr2017 Face Normals] 李培

Contributions:

  • Exploit the currently available facial databases for dataset construction and tailor a deep convolutional neural network to the task of estimating facial surface normals ‘in-the-wild’

主要论述了使用300W的数据集来训练生成一个3DMM参数化模型,大部分都在讲通过已有的数据集来生成用于训练的数据。

Pipeline:


Face Normals “in-the-wild” using Fully Convolutional Networks_第1张图片
pipeline

Result:

Face Normals “in-the-wild” using Fully Convolutional Networks_第2张图片
result

code

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