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Table 5 Performance of different methods on activity classification (7 classes) using Dataset-B: classification accuracy on the test set

From: Time-dependent bag of words on manifolds for geodesic-based classification of video activities towards assisted living and healthcare

Method

Accuracy (%)

Orderlet + Boosting [36]

71.4

Orderlet + SVM [36]

68.7

Actionlet Ensemble [38]

66.0

DSTIP + DCSF [39]

61.7

EigenJoints [40]

49.1

Moving Pose [41]

38.4

Proposed

72.34