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Evaluation of Face Detection Algorithms for the Bank Client Identity Verification

Abstract

Results of investigation of face detection algorithms efficiency in the banking client visual verification system are presented. The video recordings were made in real conditions met in three bank operating outlets employing a miniature industrial USB camera. The aim of the experiments was to check the practical usability of the face detection method in the biometric bank client verification system. The main assumption was to provide a simplified as much as possible user interaction with the application. Applied algorithms for face detection are described and achieved results of face detection in the real bank environment conditions are presented. Practical limitations of the application based on encountered problems are discussed.

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Details

Category:
Articles
Type:
artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:
Foundations of Computing and Decision Sciences no. 42, edition 2, pages 137 - 148,
ISSN: 0867-6356
Language:
English
Publication year:
2017
Bibliographic description:
Szczodrak M., Czyżewski A.: Evaluation of Face Detection Algorithms for the Bank Client Identity Verification// Foundations of Computing and Decision Sciences. -Vol. 42., iss. 2 (2017), s.137-148
DOI:
Digital Object Identifier (open in new tab) 10.1515/fcds-2017-0006
Verified by:
Gdańsk University of Technology

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