INTELLIGENT DOOR CONTROL USING FACE RECOGNITION

  • Đoàn Thị Hương Giang
Keywords: Automatic door, deep learning, machine learning, face detection, face recognition, human-machine interaction, intelligent door.

Abstract

Automation and Artificial Intelligence have grown over the world. The
achievements of science and technology has applied in all fields of our daily life in
order to bring convenience, safety, security and privacy. Automatic door uses the
techniques of automation to help end-users automatically control the mechanical
components of the door through devices such as motors, electromagnetic locks,
sensors, and electronic circuits,... without using human force to open doors.
However, the traditional automatic door is securitized through the key system to
enter codes or use special magnetic cards. This is one of the most vulnerable ways
to get information stolen. Nowadays, the development of Computer Vision and
Artificial Intelligence that brings a new advantage method to control devices,
secure the door through image information of human face. In this paper, we
propose an intelligent door that could be controlled by facial recognition system
with real-time, robust system and stable accuracy. In addition, this paper also
proposes how to prevent tampering through a user interaction mechanism based
on facial image information as well as combining with security cascade to increase
safety using face cues.

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Published
2021-11-24
Section
RESEARCH AND DEVELOPMENT