Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables

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...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Christine F. Martindale, Sebastijan Sprager, Bjoern M. Eskofier
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	MDPI AG 2019-04-01
श्रृंखला:	Sensors
विषय:	activity recognition benchmark database gait analysis inertial measurement unit gait phases cyclic activities home monitoring smart annotation semi-supervised learning
ऑनलाइन पहुंच:	https://www.mdpi.com/1424-8220/19/8/1820
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