Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning

22 Mar 2019Xiaoguang TuJian ZhaoZihang JiangYao LuoMei XieYang ZhaoLinxiao HeZheng MaJiashi Feng

3D face reconstruction from a single 2D image is a challenging problem with broad applications. Recent methods typically aim to learn a CNN-based 3D face model that regresses coefficients of 3D Morphable Model (3DMM) from 2D images to render 3D face reconstruction or dense face alignment... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Face Alignment AFLW2000-3D 2DASL Mean NME 3.53% # 1