Human‐action recognition using a multi‐layered fusion scheme of Kinect modalities
This study addresses the problem of efficiently combining the joint, RGB and depth modalities of the Kinect sensor in order to recognise human actions. For this purpose, a multi‐layered fusion scheme concatenates different specific features, builds specialised local and global SVM models and then it...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Wiley
2017-10-01
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Series: | IET Computer Vision |
Subjects: | |
Online Access: | https://doi.org/10.1049/iet-cvi.2016.0326 |