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Dec, 2018
一项向深度卷积网络如何识别跌倒行为的实证研究
An Empirical Study towards Understanding How Deep Convolutional Nets Recognize Falls
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Yan Zhang, Heiko Neumann
TL;DR
通过系统的经验研究，本文探讨了基于深度卷积网络的跌倒识别过程及其效果，并提出了几个有助于提高跌倒检测系统性能的因素。
Abstract
Detecting
unintended falls
is essential for ambient intelligence and healthcare of elderly people living alone. In recent years,
deep convolutional nets
are widely used in human action analysis, based on which a
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