Multi-view support vector machines for distributed activity recognition | IEEE Conference Publication | IEEE Xplore

Multi-view support vector machines for distributed activity recognition


Abstract:

In this paper, we propose a Multi-view Distributed SVM model. Most distributed classification models, distribute the instances among their processing nodes, while we assu...Show More

Abstract:

In this paper, we propose a Multi-view Distributed SVM model. Most distributed classification models, distribute the instances among their processing nodes, while we assume that one instance is formed as a combination of information from different sources. This makes our model a great choice for multi-view activity recognition in camera sensor networks. We demonstrate the effectiveness of the algorithm, using the IXMAS dataset.
Date of Conference: 29 October 2013 - 01 November 2013
Date Added to IEEE Xplore: 27 March 2014
Electronic ISBN:978-1-4799-2164-5
Conference Location: Palm Springs, CA, USA

References

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