Multi‐group–multi‐class domain adaptation for event recognition

Multi‐group–multi‐class domain adaptation for event recognition

In this study, the authors propose a multi‐group–multi‐class domain adaptation framework to recognise events in consumer videos by leveraging a large number of web videos. The authors’ framework is extended from multi‐class support vector machine by adding a novel data‐dependent regulariser, which c...

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Bibliographic Details
Main Authors: Yang Feng, Xinxiao Wu, Yunde Jia
Format: Article
Language:English
Published: Wiley 2016-02-01
Series:IET Computer Vision
Subjects:
multigroup-multi-class domain adaptation
event recognition
Web videos
multiclass SVM
data-dependent regulariser
video representation
Online Access:https://doi.org/10.1049/iet-cvi.2014.0405

Internet

https://doi.org/10.1049/iet-cvi.2014.0405

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