[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 …

Jiff: Jointly-aligned implicit face function for high quality single view clothed human reconstruction

Y Cao, G Chen, K Han, W Yang… - Proceedings of the …, 2022 - openaccess.thecvf.com
This paper addresses the problem of single view 3D human reconstruction. Recent implicit
function based methods have shown impressive results, but they fail to recover fine face …

Deep face video inpainting via UV mapping

W Yang, Z Chen, C Chen, G Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper addresses the problem of face video inpainting. Existing video inpainting
methods target primarily at natural scenes with repetitive patterns. They do not make use of …

Inequality-constrained 3d morphable face model fitting

E Sariyanidi, CJ Zampella, RT Schultz… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
3D morphable model (3DMM) fitting on 2D data is traditionally done via unconstrained
optimization with regularization terms to ensure that the result is a plausible face shape and …

[HTML][HTML] BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs

A Morales, A Alomar, AR Porras, MG Linguraru… - Pattern Recognition, 2023 - Elsevier
We present a 3D face reconstruction system that aims at recovering the 3D facial geometry
of babies from uncalibrated photographs, BabyNet. Since the 3D facial geometry of babies …

Meta-evaluation for 3D face reconstruction via synthetic data

E Sariyanidi, C Ferrari, S Berretti… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
The standard benchmark metric for 3D face reconstruction is the geometric error between
reconstructed meshes and the ground truth. Nearly all recent reconstruction methods are …

[HTML][HTML] Accuracy Evaluation of a Three-Dimensional Face Reconstruction Model Based on the Hifi3D Face Model and Clinical Two-Dimensional Images

Y Xiao, B Mao, J Nie, J Liu, S Wang, D Liu, Y Zhou - Bioengineering, 2024 - mdpi.com
Three-dimensional (3D) facial models have been increasingly applied in orthodontics,
orthognathic surgery, and various medical fields. This study proposed an approach to …

Head Movement Patterns during Face-to-Face Conversations Vary with Age

DQ McDonald, CJ Zampella, E Sariyanidi… - … Publication of the 2022 …, 2022 - dl.acm.org
Advances in computational behavior analysis have the potential to increase our
understanding of behavioral patterns and developmental trajectories in neurotypical …

Predicting autism from head movement patterns during naturalistic social interactions

DQ McDonald, E Sariyanidi, CJ Zampella… - Proceedings of the …, 2023 - dl.acm.org
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized in part by
difficulties in verbal and nonverbal social communication. Evidence indicates that autistic …

[HTML][HTML] Comparison of Human Experts and AI in Predicting Autism from Facial Behavior

E Sariyanidi, CJ Zampella, E DeJardin… - CEUR workshop …, 2023 - ncbi.nlm.nih.gov
Advances in computational behavior analysis via artificial intelligence (AI) promise to
improve mental healthcare services by providing clinicians with tools to assist diagnosis or …