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 …

Tri-subject kinship verification: Understanding the core of a family

X Qin, X Tan, S Chen - IEEE Transactions on Multimedia, 2015 - ieeexplore.ieee.org
One major challenge in computer vision is to go beyond the modeling of individual objects
and to investigate the bi-(one-versus-one) or tri-(one-versus-two) relationship among …

Visual kinship recognition of families in the wild

JP Robinson, M Shao, Y Wu, H Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We present the largest database for visual kinship recognition, Families In the Wild (FIW),
with over 13,000 family photos of 1,000 family trees with 4-to-38 members. It took only a …

[PDF][PDF] Kinship verification with deep convolutional neural networks

K Zhang12, Y Huang, C Song, H Wu… - In British machine …, 2015 - bmva-archive.org.uk
Kinship verification from facial images is an interesting and challenging problem. The
current algorithms on this topic typically represent faces with multiple low-level features …

Learning deep compact similarity metric for kinship verification from face images

X Zhou, K **, M Xu, G Guo - Information Fusion, 2019 - Elsevier
Recent advances in kinship verification have shown that learning an appropriate kinship
similarity metric on human faces plays a critical role in this problem. However, most of …

Local large-margin multi-metric learning for face and kinship verification

J Hu, J Lu, YP Tan, J Yuan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Metric learning has attracted wide attention in face and kinship verification, and a number of
such algorithms have been presented over the past few years. However, most existing …

Cross-generation kinship verification with sparse discriminative metric

S Wang, Z Ding, Y Fu - IEEE transactions on pattern analysis …, 2018 - ieeexplore.ieee.org
Kinship verification is a very important technique in many real-world applications, eg,
personal album organization, missing person investigation and forensic analysis. However …

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 …

Kinship verification on families in the wild with marginalized denoising metric learning

S Wang, JP Robinson, Y Fu - 2017 12th IEEE international …, 2017 - ieeexplore.ieee.org
With our Families In the Wild (FIW) dataset, which consists of labels 1, 000 families in over
12, 000 family photos, we benchmarked the largest kinship verification experiment to date …