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Hidden Markov model-based smart annotation for benchmark cyclic activity recognition database using wearables
Christine F. Martindale, Sebastijan Šprager, Björn M. Eskofier
Izvirni znanstveni članek
Oznake: prepoznavanje;podatkovne baze;activity recognition;benchmark database;gait analysis;inertial measurement unit;cyclic activities;home monitoring;smart annotation;semi-supervised learning;
Activity monitoring using wearables is becoming ubiquitous, although accurate cycle level analysis, such as step-counting and gait analysis, are limited by a lack of realistic and labeled datasets. The effort required to obtain and annotate such datasets is massive, therefore we propose a smart anno ...
Leto: 2019 Vir: Fakulteta za elektrotehniko (UL FE)
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