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Face Verification in Uncontrolled Environments for Access Control

Authors:
Ricardo Ribeiro
Daniel Lopes
António Neves

Keywords: Face Recognition; Face Detection; Access Control; Unconstrained Environment; Camera Calibration.

Abstract:
In the past few years, face recognition has received great attention from both research and commercial communities. Areas such as access control using face verification is dominated by solutions developed by both the government and the industry. In this paper, a face verification system is presented using open source algorithms for access control of large scale events under unconstrained environments. From the type of camera calibration to the algorithms used for face detection and recognition, every stage has a proposed solution. Tests using the proposed system in the entrance of a building were made in order to test and compare each solution proposed.

Pages: 85 to 90

Copyright: Copyright (c) IARIA, 2018

Publication date: May 20, 2018

Published in: conference

ISSN: 2519-8432

ISBN: 978-1-61208-638-5

Location: Nice, France

Dates: from May 20, 2018 to May 24, 2018