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 …

Survey on the analysis and modeling of visual kinship: A decade in the making

JP Robinson, M Shao, Y Fu - IEEE Transactions on Pattern …, 2021 - ieeexplore.ieee.org
Kinship recognition is a challenging problem with many practical applications. With much
progress and milestones having been reached after ten years, we are now able to survey …

Mitigating demographic bias in facial datasets with style-based multi-attribute transfer

M Georgopoulos, J Oldfield, MA Nicolaou… - International Journal of …, 2021 - Springer
Deep learning has catalysed progress in tasks such as face recognition and analysis,
leading to a quick integration of technological solutions in multiple layers of our society …

Age estimation from faces using deep learning: A comparative analysis

A Othmani, AR Taleb, H Abdelkawy, A Hadid - Computer Vision and Image …, 2020 - Elsevier
Abstract Automatic Age Estimation (AAE) has attracted attention due to the wide variety of
possible applications. However, it is a challenging task because of the large variation of …

Production-ready face re-aging for visual effects

G Zoss, P Chandran, E Sifakis, M Gross… - ACM Transactions on …, 2022 - dl.acm.org
Photorealistic digital re-aging of faces in video is becoming increasingly common in
entertainment and advertising. But the predominant 2D painting workflow often requires …

Investigating bias in deep face analysis: The kanface dataset and empirical study

M Georgopoulos, Y Panagakis, M Pantic - Image and vision computing, 2020 - Elsevier
Deep learning-based methods have pushed the limits of the state-of-the-art in face analysis.
However, despite their success, these models have raised concerns regarding their bias …

Rocgan: Robust conditional gan

GG Chrysos, J Kossaifi, S Zafeiriou - International Journal of Computer …, 2020 - Springer
Conditional image generation lies at the heart of computer vision and conditional generative
adversarial networks (cGAN) have recently become the method of choice for this task, owing …

[HTML][HTML] A survey on kinship verification

W Wang, S You, S Karaoglu, T Gevers - Neurocomputing, 2023 - Elsevier
In this survey, kinship verification is defined as the automatic process of verifying whether
two or more persons are blood relatives (kin) by analyzing images of their faces. Kinship …

Stationary wavelet transform features for kinship verification in childhood images

M Oruganti, T Meenpal, S Majumder - Multimedia Tools and Applications, 2024 - Springer
Estimating blood relationships from facial images is a complex task in computer vision due
to subtle differences. Existing models are facing difficulties in accurately assessing kin …

A multi-task comparator framework for kinship verification

S Hörmann, M Knoche, G Rigoll - 2020 15th IEEE International …, 2020 - ieeexplore.ieee.org
Approaches for kinship verification often rely on cosine distances between face identification
features. However, due to gender bias inherent in these features, it is hard to reliably predict …