Improved Action Recognition with Separable Spatio-Temporal Attention Using Alternative Skeletal and Video Pre-Processing

Improved Action Recognition with Separable Spatio-Temporal Attention Using Alternative Skeletal and Video Pre-Processing

The potential benefits of recognising activities of daily living from video for active and assisted living have yet to be fully untapped. These technologies can be used for behaviour understanding, and lifelogging for caregivers and end users alike. The recent publication of realistic datasets for t...

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Bibliographic Details
Main Authors: Pau Climent-Pérez, Francisco Florez-Revuelta
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
active and assisted living
action recognition
computer vision
spatio-temporal attention
deep learning
inflated convolutional neural networks
Online Access:https://www.mdpi.com/1424-8220/21/3/1005

Internet

https://www.mdpi.com/1424-8220/21/3/1005

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