Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition

•Face recognition success rate is limited by many environmental factors.•Low generalization ability of a single convolutional neural network is disadvantageous.•A new parallel ensemble learning model combines local binary patterns into CNN.•The proposed method is fused with a pedestrian detection mo...

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Vydáno v:	Computer methods and programs in biomedicine Ročník 197; s. 105622
Hlavní autoři:	Tang, Jialin, Su, Qinglang, Su, Binghua, Fong, Simon, Cao, Wei, Gong, Xueyuan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Ireland Elsevier B.V 01.12.2020
Témata:	Algorithms Convolutional Neural Networks (CNN) Ensemble learning Face - diagnostic imaging Face recognition Facial Recognition Local Binary Patterns (LBP) Machine Learning Neural Networks, Computer Local Binary Patterns (LBP) Convolutional Neural Networks (CNN) Face recognition Ensemble learning
ISSN:	0169-2607, 1872-7565, 1872-7565
On-line přístup:	Získat plný text
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