《Tab.3 General recognition accuracy of the deep learning method and the proposed algorithm on group

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《Recognition of Group Activities Using Complex Wavelet Domain Based Cayley-Klein Metric Learning》

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The recognition accuracy of different methods on behave and group activity video set is shown in Tab.1and Tab.2respectively.As seen from Tab.1，the recognition accuracy of the proposed algorithm for walk together activity is higher than that of Ref.[1 3]and slightly lower than that of Ref.[4].The recognition accuracy of the proposed algorithm for fighting activity is higher than that of Ref.[4]and Ref.[1 3].In Tab.2，the recognition accuracy of the proposed algorithm for crossing and jogging activities is similar to that of Ref.[1 0]，but higher than that of Ref.[7]and Ref.[1 1].The recognition accuracy of the proposed algorithm for waiting，talking and dancing activities is higher than that of other methods.Tab.3shows the general recognition accuracy of the deep learning method and the proposed method on group activity video set.Compared with the above literatures，the proposed algorithm has higher recognition accuracy.