منابع مشابه
Kinship Verification through Transfer Learning
Because of the inevitable impact factors such as pose, expression, lighting and aging on faces, identity verification through faces is still an unsolved problem. Research on biometrics raises an even challenging problem—is it possible to determine the kinship merely based on face images? A critical observation that faces of parents captured while they were young are more alike their children’s ...
متن کاملKinship Verification with an Optimal CNN
Kinship refers to the blood relationship between two people. It is known that we humans have the ability to estimate this relationship based on physiological features, especially facial characteristics. In this project, we focus on the 4 different types of parent-child kinship (father-daughter, father-son, mother-daughter, motherson) and build a model to measure it given two face images using t...
متن کاملKinship Verification with Deep Convolutional Neural Networks
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, followed by a shallow learning model. However, these general manual features cannot well discover information implied in facial images for kinship verification, and thus even current best algorithms are not satisfying...
متن کاملLocal Large-Margin Multi-Metric Learning for Face and Kinship Verification
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 metric learning methods learn only one Mahalanobis distance metric from a single feature representation for each face image and cannot make use of multiple feature representations directly. In many face-related tasks, w...
متن کاملMixed bi-subject kinship verification via multi-view multi-task learning
Bi-subject kinship verification addresses the problem of verifying whether there exists some kind of kin relationship (i.e., father–son, father-daughter, mother–son and mother–daughter) between a pair of parent–child subjects based purely on their visual appearance. The task is challenging due to the involvement of two different subjects possibly with different genders and ages. In addition, co...
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ژورنال
عنوان ژورنال: Computer
سال: 2020
ISSN: 0018-9162,1558-0814
DOI: 10.1109/mc.2019.2952537