DIEDA: discriminative information based on exponential discriminant analysis combined with local features representation for face and kinship verification
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DOI: 10.1007/s11042-017-5572-2
Abstract: Face and kinship verification using facial images is a novel and challenging problem in computer vision. In this paper, we propose a new system that uses discriminative information, which is based on the exponential discriminant… read more here.
Keywords: information; kinship; kinship verification; face ... See more keywords
A literature survey on kinship verification through facial images
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DOI: 10.1016/j.neucom.2019.09.089
Abstract: Abstract 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 kinship verification include image annotation,… read more here.
Keywords: literature survey; facial images; kinship verification; verification facial ... See more keywords
Tensor cross-view quadratic discriminant analysis for kinship verification in the wild
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DOI: 10.1016/j.neucom.2019.10.055
Abstract: Abstract This paper presents a new Tensor Cross-view Quadratic Discriminant Analysis (TXQDA) method based on the XQDA method for kinship verification in the wild. Many researchers used metric learning methods and have achieved reasonably good… read more here.
Keywords: cross view; tensor cross; kinship verification;
Local Large-Margin Multi-Metric Learning for Face and Kinship Verification
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2017.2691801
Abstract: 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… read more here.
Keywords: face; face kinship; metric learning; kinship verification ... See more keywords
Adaptively Weighted k-Tuple Metric Network for Kinship Verification.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2022.3163707
Abstract: Facial image-based kinship verification is a rapidly growing field in computer vision and biometrics. The key to determining whether a pair of facial images has a kin relation is to train a model that can… read more here.
Keywords: pair; cross pair; kinship verification; order ... See more keywords
Audio-Visual Kinship Verification: A New Dataset and a Unified Adaptive Adversarial Multimodal Learning Approach.
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DOI: 10.1109/tcyb.2022.3220040
Abstract: Facial kinship verification refers to automatically determining whether two people have a kin relation from their faces. It has become a popular research topic due to potential practical applications. Over the past decade, many efforts… read more here.
Keywords: kinship; audio visual; kinship verification; visual kinship ... See more keywords
ACLMHA and FML: A brain-inspired kinship verification framework
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.1093071
Abstract: As an extended research direction of face recognition, kinship verification based on the face image is an interesting yet challenging task, which aims to determine whether two individuals are kin-related based on their facial images.… read more here.
Keywords: family; face; kinship verification; verification ... See more keywords