JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING
Vol 5, No 2 (2022): Issues January 2022

OpenCV Using on a Single Board Computer for Incorrect Facemask-Wearing Detection and Capturing

julham - (Politeknik Negeri Medan)
Meryatul Husna (Politeknik Negeri Medan)
Arif Ridho Lubis (Unknown)



Article Info

Publish Date
26 Jan 2022

Abstract

OpenCV (Open Source Computer Vision Library) is a software library intended for real-time dynamic image processing, created by Intel. In this study, the library will be used to detect the face, nose and mouth. Furthermore, the system is equipped with the knowledge that if the mouth and nose or one of them is detected, then the face has not used the mask correctly and the system records the face. The system is supported by an image capture device in the form of a camcorder, a processing device in the form of a single board computer, such as a Raspberry Pi and a display device in the form of a monitor. And the result is that the system is able to make a decision whether the face is wearing a mask correctly or not. By means of labeling around the face in the form of red angular lines, if not properly use the mask. The success rate is 88.4% using detector parameters, namely: scale factor = 1.1 for all face, nose and mouth object libraries.

Copyrights © 2022






Journal Info

Abbrev

jite

Publisher

Subject

Computer Science & IT Engineering

Description

JURNAL TEKNIK INFORMATIKA, JITE (Journal of Informatics and Telecommunication Engineering) is a journal that contains articles / publications and research results of scientific work related to the field of science of Informatics Engineering such as Software Engineering, Database, Data Mining, ...