A Cascade-Classifier Approach for Fall Detection

The current machine learning algorithms in fall detection, especially those that use a sliding window, have a high computational cost because they need to compute the features from almost all samples. This computation causes energy drain and means that the associated wearable devices re- quire frequ...

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Main Authors: I Putu Edy Suardiyana Putra, James Brusey, Elena Gaura
Format: Artigo
Sprog:Inglês
Udgivet: European Alliance for Innovation (EAI) 2016-12-01
Serier:EAI Endorsed Transactions on Pervasive Health and Technology
Fag:
fall detection
machine learning
cascade classifier
computational cost
Online adgang:http://eudl.eu/doi/10.4108/eai.14-10-2015.2261619
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