The largest inertial sensor-based gait database and performance evaluation of gait-based personal authentication

This paper presents the largest inertial sensor-based gait database in the world, which is made open to the research community, and its application to a statistically reliable performance evaluation for gait-based personal authentication. We construct several datasets for both accelerometer and gyro...

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Vydané v:	Pattern recognition Ročník 47; číslo 1; s. 228 - 237
Hlavní autori:	Ngo, Thanh Trung, Makihara, Yasushi, Nagahara, Hajime, Mukaigawa, Yasuhiro, Yagi, Yasushi
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Kidlington Elsevier Ltd 01.01.2014 Elsevier
Predmet:	Age Applied sciences Authentication Cryptography Exact sciences and technology Gait Gait-based owner authentication Grounds Inertial Inertial sensor Information, signal and communications theory Large-scale database Performance evaluation Sensors Signal and communications theory Telecommunications and information theory Performance evaluation Inertial sensor Large-scale database Gait-based owner authentication Range finding Ground based measurement Measurement sensor Sex Statistical method Authentication Database Gyroscope Localization Smartphone
ISSN:	0031-3203, 1873-5142
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