Safe Human-Computer Interface Based On Efficient Image Processing Algorithm

被引:0
作者
Wilding, S. [1 ]
Walker, P.
Clinton, S.
Williams, D.
Olszewska, J., I
机构
[1] Univ Gloucestershire, Cheltenham, Glos, England
来源
2020 IEEE 20TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS (CINTI) | 2020年
关键词
Intelligent Vision Systems; Man-Machine Systems; Intelligent Agents; Data Processing; Image Processing; Safe Interface; Industry; 4.0;
D O I
10.1109/cinti51262.2020.9305821
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the growing digitalization of our society and the increasing development of Industry 4.0, the development of safe human-computer interfaces is of prime importance. For this purpose, we present a new solution for avoiding any physical contact between the human and the machine's display and/or its keyboard/pad. Hence, we developed an innovative image processing algorithm which runs on the live video stream of the remote interaction between the human and the machine such as a computer or an intelligent agent; the video stream being captured by an off-the-shelf camera which is embedded in the main machine. The resulting computer-vision system performs visual object detection and tracking of a marker the user holds in one hand and could wave it from a distance in order to remotely interact with the interface of the machine. This remote interaction system has been successfully tested in real-world operational conditions, and the performance of this image processing application has been evaluated in real time.
引用
收藏
页数:6
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