A Real-Time Recognition System for User Characteristics Based on Deep Learning

被引:0
|
作者
Nunez Fernandez, Dennis [1 ]
机构
[1] Univ Nacl Ingn, Lima, Peru
来源
PROCEEDINGS OF THE 2018 IEEE 25TH INTERNATIONAL CONFERENCE ON ELECTRONICS, ELECTRICAL ENGINEERING AND COMPUTING (INTERCON 2018) | 2018年
关键词
Recognition System; Convolutional Neural Networks; Human-Machine Interaction;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper describes an implementation of a novel real-time recognition system which is capable to identify important information from a single user such as gender, age, emotions and hand gestures. The key of this recognition system is the classification process. This is carried out by using several convolutional neural networks that were designed to achieve a high accuracy rate and acceptable response time making use of low computational resources. As a result, this recognition system could be useful in numerous applications like human-computer interaction, person identification, security control and others.
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页数:4
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