Absence-Free Vision: An Intelligent Classroom Attendance System with Facial Recognition

Samuel Velasquez Caceres, Eduardo Vilcahuaman Morales, Frank Zarate Pena

Research output: Chapter in Book/ReportConference contributionpeer-review

Abstract

Attendance taking is a fundamental process in educational environments, but in Peru, there has been a lack of technological advancements in this area, resulting in disadvantages such as delays and human errors. Therefore, the objective of this research project is to propose a facial recognition system for attendance taking in university classrooms using cameras and artificial intelligence based on machine learning. To achieve this objective, the VDI 2206 design methodology is employed, which allows for establishing project requirements and conducting an initial design. Electronic models will be created and integrated into the proposed system. As a result, a detailed electrical diagram, a flowchart of the facial recognition process, a programming model for accurate student identification, and an implementation model in a real-world environment are expected to be obtained. The proposed system aims to optimize and streamline the attendance taking process in university classrooms, eliminating the need for manual intervention and minimizing errors. It is anticipated that this efficient and accurate solution will enhance academic management and the overall educational experience. In conclusion, this research project focuses on developing a facial recognition system for attendance taking in university classrooms within the Peruvian context. By utilizing advanced technologies and the VDI 2206 design methodology, the aim is to achieve an efficient and reliable system that optimizes the attendance taking process and contributes to an enhanced educational experience.

Original languageAmerican English
Title of host publication2023 8th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages118-122
Number of pages5
ISBN (Electronic)9798350302851
DOIs
StateIndexed - 2023
Event8th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2023 - Xi'an, China
Duration: 7 Jul 20239 Jul 2023

Publication series

Name2023 8th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2023

Conference

Conference8th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2023
Country/TerritoryChina
CityXi'an
Period7/07/239/07/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Keywords

  • Facial recognition
  • artificial intelligence
  • machine learning

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