Face Recognition Algorithms Based on Deep Learning
Abstract
In recent years,technologies related to face recognition have achieved rapid development.The application of face
recognition can be easily seen in daily life,especially used in technology companies.Based on deep learning(DL),this paper shows
4 characteristic open-source algorithms,which has better performance in LFW datasets.This paper also summarizes the future
challenges and the next step of face recognition.Finally,with the progress of technology,data security brought by face recognition
is also a point we need to consider.
recognition can be easily seen in daily life,especially used in technology companies.Based on deep learning(DL),this paper shows
4 characteristic open-source algorithms,which has better performance in LFW datasets.This paper also summarizes the future
challenges and the next step of face recognition.Finally,with the progress of technology,data security brought by face recognition
is also a point we need to consider.
Keywords
Face Recognition; Deep Learning
Full Text:
PDFReferences
[1] Zhou E,Cao Z,Yin Q(2015).Naive-Deep Face Recognition:Touching the Limit of LFW Benchmark or Not?[J].Computer Science.
[2] Simonyan,K.and Zisserman,A.(2015).Very Deep Convolutional Networks for Large-Scale Image Recognition.International Conference on Learning Representations,San Diego,7-9 May ,1-14.
DOI: https://doi.org/10.18282/l-e.v10i4.2560
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