A Review of 3D Face Reconstruction From a Single Image

Abstract

3D face reconstruction is a challenging problem but also an important task in the field of computer vision and graphics. Recently, many researchers put attention to the problem and a large number of articles have been published. Single image reconstruction is one of the branches of 3D face reconstruction, which has a lot of applications in our life. This paper is a review of the recent literature on 3D face reconstruction from a single image.

This is an extended undergraduate project for summarizing the paper which I recently have read. All of misquoted figures in v1 have been corrected in this version

References in corpus (5)

• Very Deep Convolutional Networks for Large-Scale Image Recognition
• On Learning 3D Face Morphable Model from In-the-wild Images
• 3D Morphable Models as Spatial Transformer Networks
• Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning
• 4DFAB: A Large Scale 4D Facial Expression Database for Biometric Applications