A Review of 3D Face Reconstruction From a Single Image

TL;DR

This paper reviews recent advances in 3D face reconstruction from a single image, highlighting its challenges, applications, and the growing research interest in this important area of computer vision.

Contribution

It provides a comprehensive overview of current methods and trends in single-image 3D face reconstruction, summarizing recent literature and developments.

Findings

Growing research interest in single-image 3D face reconstruction

Diverse applications in security, entertainment, and healthcare

Identification of key challenges and future directions

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.