An efficient human face verification system based on ELBP: a high precision feature
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-01965-5
Abstract: Human Face Verification (HFV) is used for distinguishing the human as an authorized or unauthorized Person in security and biometric related applications. HFV has huge applications in many areas. HFV process involves the collection, detection,… read more here.
Keywords: system; human face; efficient human; face verification ... See more keywords
Hybrid descriptors and Weighted PCA-EFMNet for Face Verification in the Wild
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Multimedia Information Retrieval"
DOI: 10.1007/s13735-019-00175-w
Abstract: Unconstrained face recognition is a complex task because of the numerous intra-class changes caused by lighting, occlusion, facial expressions and poses changes. Such variations affect considerably the performance of facial recognition systems, particularly those based… read more here.
Keywords: face verification; face; hybrid descriptors; weighted pca ... See more keywords
Joint Bayesian guided metric learning for end-to-end face verification
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DOI: 10.1016/j.neucom.2017.09.009
Abstract: Abstract In this work, we address the problem of face verification, namely determining whether a pair of face images belongs to the same or different subjects. Previous works often consider solving the problem of face… read more here.
Keywords: face; face verification; end end; joint bayesian ... See more keywords
"Stream loss": ConvNet learning for face verification using unlabeled videos in the wild
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.10.041
Abstract: Abstract Face recognition tasks have seen a significantly improved performance due to ConvNets. However, less attention has been given to face verification from videos. This paper makes two contributions along these lines. First, we propose… read more here.
Keywords: using unlabeled; stream loss; face verification; face ... See more keywords
ECML: An Ensemble Cascade Metric-Learning Mechanism Toward Face Verification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2020.2996207
Abstract: Face verification can be regarded as a two-class fine-grained visual-recognition problem. Enhancing the feature’s discriminative power is one of the key problems to improve its performance. Metric-learning technology is often applied to address this need… read more here.
Keywords: metric learning; ensemble cascade; face verification; mechanism ... See more keywords
Efficient Tensor-Based 2D+3D Face Verification
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2017.2718490
Abstract: We propose a novel approach for face verification by encoding 2D and 3D face images as a high order tensor. To perform tensor dimensionality reduction for both the unsupervised and supervised cases, we propose multilinear… read more here.
Keywords: face verification; tensor; efficient tensor; face ... See more keywords
A Lightweight Face Verification Based on Adaptive Cascade Network and Triplet Loss Function
Sign Up to like & getrecommendations! Published in 2022 at "Wireless Communications and Mobile Computing"
DOI: 10.1155/2022/3017149
Abstract: In the past few years, with the continuous breakthrough of technology in various fields, artificial intelligence has been considered as a revolutionary technology. One of the most important and useful applications of artificial intelligence is… read more here.
Keywords: face; face verification; cascade network; network ... See more keywords
Learning face similarities for face verification using hybrid convolutional neural networks
Sign Up to like & getrecommendations! Published in 2019 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v16.i3.pp1333-1342
Abstract: Face verification focuses on the task of determining whether two face images belong to the same identity or not. For unrestricted faces in the wild, this is a very challenging task. Besides significant degradation due… read more here.
Keywords: learning face; face; face verification; face similarities ... See more keywords