Detection of Dangerous Objects By Pan-tilt Camera

被引:0
作者
Fujii, Yurika [1 ]
Fukumi, Minoru [1 ]
Ito, Shin-ichi [1 ]
Ito, Momoyo [1 ]
机构
[1] Tokushima Univ, Tokushima, Japan
来源
2019 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ISPACS) | 2019年
关键词
VGG; OpenPose; security camera; pan-tilt camera; transfer learning;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Security cameras have increased in public facilities. The number of crimes has decreased by security cameras, but we will have too much data of cameras. In this paper, we have aim of security improvement. First, we search whether there are humans in images by OpenPose. We then obtain position of human's hands. Finally, we detect dangerous objects around the hands by image classification.
引用
收藏
页数:2
相关论文
共 4 条
[1]  
[Anonymous], 2019, Keras documentation
[2]  
Hidalgo Gines, 2017, REALTIME MULTIPERSON
[3]  
Metoropolitan Police Department, 2017, SEC CAM SYST PUBL FA
[4]  
Simonyan K, 2015, Arxiv, DOI arXiv:1409.1556