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 …

A literature survey on kinship verification through facial images

X Qin, D Liu, D Wang - Neurocomputing, 2020 - Elsevier
Kinship verification is an emerging task in computer vision which aims at finding out whether
there is a kin relation between given identities through their facial images. Applications of …

Patch-based dual-tree complex wavelet transform for kinship recognition

A Goyal, T Meenpal - IEEE Transactions on Image Processing, 2020 - ieeexplore.ieee.org
Kinship recognition is a prominent research aiming to find if kinship relation exists between
two different individuals. In general, child closely resembles his/her parents more than …

Kinnet: Fine-to-coarse deep metric learning for kinship verification

Y Li, J Zeng, J Zhang, A Dai, M Kan, S Shan… - Proceedings of the 2017 …, 2017 - dl.acm.org
Automatic kinship verification has attracted increasing attentions as it holds promise to an
abundance of applications. However, existing kinship verification methods suffer from the …

Binary cross coupled discriminant analysis for visual kinship verification

M Mukherjee, T Meenpal - Signal Processing: Image Communication, 2022 - Elsevier
Kinship verification refers to comparing similarities between two different individuals through
their facial images. In this context, feature descriptors play a crucial role, and few feature …

Adversarial similarity metric learning for kinship verification

Z Wei, M Xu, L Geng, H Liu, H Yin - IEEE Access, 2019 - ieeexplore.ieee.org
Given a pair of facial images, it is an interesting yet challenging problem to determine if there
is a kin relation between them. Recent research on that topic has made encouraging …

A unified approach to kinship verification

E Dahan, Y Keller - IEEE Transactions on Pattern Analysis and …, 2020 - ieeexplore.ieee.org
In this work, we propose a deep learning-based approach for kin verification using a unified
multi-task learning scheme where all kinship classes are jointly learned. This allows us to …

[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 …

Supervised mixed norm autoencoder for kinship verification in unconstrained videos

N Kohli, D Yadav, M Vatsa, R Singh… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Identifying kinship relations has garnered interest due to several applications such as
organizing and tagging the enormous amount of videos being uploaded on the Internet …

Eccentricity based kinship verification from facial images in the wild

A Goyal, T Meenpal - Pattern Analysis and Applications, 2021 - Springer
Kinship verification from facial images in the wild is a promising research aiming to identify
whether a facial image pair shares kinship relation by analyzing face structures. This paper …