Facial Expression Recognition using Transfer Learning

被引：0

作者：

Ramalingam, Soodamani ^{[1
]}

Garzia, Fabio ^{[2
]}

机构：

[1] Univ Hertfordshire, Sch Engn & Technol, Ctr Engn Res, Coll Lane Campus, Hatfield AL10 9AB, Herts, England

[2] SAPIENZA Univ Rome, Safety & Secur Engn Grp DICMA, Rome, Italy

来源：

2018 52ND ANNUAL IEEE INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST) | 2018年

关键词：

facial expression recognition; transfer learning; deep learning; Convolutional Neural Networks;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we investigate Deep Learning architectures for the recognition of facial expressions. In particular, we consider the concept of Transfer Learning whereby features learnt from generic images of large scale datasets can be used to train models of smaller databases without losing the generalization ability.

引用

页码：152 / 156

页数：5

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