Human‐action recognition using a multi‐layered fusion scheme of Kinect modalities

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...

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Bibliographic Details
Main Authors: Bassem Seddik, Sami Gazzah, Najoua Essoukri Ben Amara
Format: Article
Language:English
Published: Wiley 2017-10-01
Series:IET Computer Vision
Subjects:
human-action recognition
multilayered fusion scheme
Kinect modalities
RGB
depth modalities
global SVM models
Online Access:https://doi.org/10.1049/iet-cvi.2016.0326

Internet

https://doi.org/10.1049/iet-cvi.2016.0326

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