[HTML][HTML] Survey on 3D face reconstruction from uncalibrated images

A Morales, G Piella, FM Sukno - Computer Science Review, 2021 - Elsevier
Recently, a lot of attention has been focused on the incorporation of 3D data into face
analysis and its applications. Despite providing a more accurate representation of the face …

Retinaface: Single-shot multi-level face localisation in the wild

J Deng, J Guo, E Ververas, I Kotsia… - Proceedings of the …, 2020 - openaccess.thecvf.com
Though tremendous strides have been made in uncontrolled face detection, accurate and
efficient 2D face alignment and 3D face reconstruction in-the-wild remain an open …

Facescape: a large-scale high quality 3d face dataset and detailed riggable 3d face prediction

H Yang, H Zhu, Y Wang, M Huang… - Proceedings of the …, 2020 - openaccess.thecvf.com
In this paper, we present a large-scale detailed 3D face dataset, FaceScape, and propose a
novel algorithm that is able to predict elaborate riggable 3D face models from a single image …

Facial kinship verification: A comprehensive review and outlook

X Wu, X Feng, X Cao, X Xu, D Hu, MB López… - International Journal of …, 2022 - Springer
Abstract The goal of Facial Kinship Verification (FKV) is to automatically determine whether
two individuals have a kin relationship or not from their given facial images or videos. It is an …

Headgan: One-shot neural head synthesis and editing

MC Doukas, S Zafeiriou… - Proceedings of the …, 2021 - openaccess.thecvf.com
Recent attempts to solve the problem of head reenactment using a single reference image
have shown promising results. However, most of them either perform poorly in terms of …

3d morphable face models—past, present, and future

B Egger, WAP Smith, A Tewari, S Wuhrer… - ACM Transactions on …, 2020 - dl.acm.org
In this article, we provide a detailed survey of 3D Morphable Face Models over the 20 years
since they were first proposed. The challenges in building and applying these models …

Dad-3dheads: A large-scale dense, accurate and diverse dataset for 3d head alignment from a single image

T Martyniuk, O Kupyn, Y Kurlyak… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present DAD-3DHeads, a dense and diverse large-scale dataset, and a robust model for
3D Dense Head Alignment in-the-wild. It contains annotations of over 3.5 K landmarks that …

On learning 3d face morphable model from in-the-wild images

L Tran, X Liu - IEEE transactions on pattern analysis and …, 2019 - ieeexplore.ieee.org
As a classic statistical model of 3D facial shape and albedo, 3D Morphable Model (3DMM) is
widely used in facial analysis, eg, model fitting, image synthesis. Conventional 3DMM is …

Photo-realistic facial details synthesis from single image

A Chen, Z Chen, G Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
We present a single-image 3D face synthesis technique that can handle challenging facial
expressions while recovering fine geometric details. Our technique employs expression …

Spectre: Visual speech-informed perceptual 3d facial expression reconstruction from videos

PP Filntisis, G Retsinas… - Proceedings of the …, 2023 - openaccess.thecvf.com
The recent state of the art on monocular 3D face reconstruction from image data has made
some impressive advancements, thanks to the advent of Deep Learning. However, it has …