CVOct 13, 2021

A Review of 3D Face Reconstruction From a Single Image

arXiv:2110.09299v2
Originality Synthesis-oriented
AI Analysis

It provides a comprehensive overview for researchers in computer vision and graphics, but is incremental as it is a review paper.

This paper reviews recent literature on 3D face reconstruction from a single image, summarizing existing methods and applications without presenting new results.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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