TL;DR本研究提出了一种新颖的基于 3DMM 和生成对抗网络的方法来恢复去遮挡的人脸图像并重建正确的 3D 面部模型,实验结果证实了该算法在消除各种头部姿势和光照等难以处理的遮挡方面的有效性和鲁棒性。
Abstract
In recent decades, 3d morphable model (3DMM) has been commonly used in
image-based photorealistic 3D face reconstruction. However, face images are
often corrupted by serious occlusion by non-face objects includin