Deep Convolutional Neural Networks for Human Activity Recognition with Smartphone Sensors

2015 ◽  
pp. 46-53 ◽  
Author(s):  
Charissa Ann Ronao ◽  
Sung-Bae Cho
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition ◽  
Deep Convolutional Neural Networks ◽  
Smartphone Sensors

Data-level information enhancement: Motion-patch-based Siamese Convolutional Neural Networks for human activity recognition in videos

2020 ◽  
Vol 147 ◽  
pp. 113203 ◽  
Author(s):  
Yujia Zhang ◽  
Lai Man Po ◽  
Mengyang Liu ◽  
Yasar Abbas Ur Rehman ◽  
Weifeng Ou ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition ◽  
Level Information ◽  
Data Level

scholarly journals Human Activity Recognition with Convolutional Neural Networks

2019 ◽  
pp. 541-552 ◽  
Author(s):  
Antonio Bevilacqua ◽  
Kyle MacDonald ◽  
Aamina Rangarej ◽  
Venessa Widjaya ◽  
Brian Caulfield ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition

scholarly journals Feature learning for Human Activity Recognition using Convolutional Neural Networks

2020 ◽  
Vol 2 (1) ◽  
pp. 18-32 ◽  
Author(s):  
Federico Cruciani ◽  
Anastasios Vafeiadis ◽  
Chris Nugent ◽  
Ian Cleland ◽  
Paul McCullagh ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Feature Learning ◽  
Human Activity Recognition

The Layer-Wise Training Convolutional Neural Networks Using Local Loss for Sensor-Based Human Activity Recognition

2020 ◽  
Vol 20 (13) ◽  
pp. 7265-7274 ◽  
Author(s):  
Qi Teng ◽  
Kun Wang ◽  
Lei Zhang ◽  
Jun He
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition ◽  
Local Loss
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