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SVM Classifier for Automatic Surveillance System

โœ Scribed by A.K. Junoh; M.N. Mansor; S.A. Abu; W.Z. Wan Ahmad; A.Z. Mukhtar; S.F. Fauzi


Book ID
118493050
Publisher
Elsevier
Year
2012
Tongue
English
Weight
241 KB
Volume
38
Category
Article
ISSN
1877-7058

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In this paper, a novel automatic image annotation system is proposed, which integrates two sets of support vector machines (SVMs), namely the multiple instance learning (MIL)-based and global-feature-based SVMs, for annotation. The MIL-based bag features are obtained by applying MIL on the image blo