Enhanced Human Face Recognition Using LBPH Descriptor, Multi-KNN, and Back-Propagation Neural Network

Enhanced Human Face Recognition Using LBPH Descriptor, Multi-KNN, and Back-Propagation Neural Network

Face recognition has become a fascinating field for researchers. The motivation behind the enormous interest in the topic is the need to improve the accuracy of many real-time applications. The complexity of the human face and the changes due to different effects make it more challenging to design a...

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Bibliographic Details
Main Authors: Mohannad A. Abuzneid, Ausif Mahmood
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Local binary patterns histogram (LBPH)
Haar-cascade detection
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back-propagation neural network (BPNN)
labeled faces in the wild (LFW)
Online Access:https://ieeexplore.ieee.org/document/8334532/

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https://ieeexplore.ieee.org/document/8334532/

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