Skeleton-Based Online Action Prediction Using Scale Selection Network.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2020)
摘要
Action prediction is to recognize the class label of an ongoing activity when only a part of it is observed. In this paper, we focus on online action prediction in streaming 3D skeleton sequences. A dilated convolutional network is introduced to model the motion dynamics in temporal dimension via a sliding window over the temporal axis. Since there are significant temporal scale variations in the ...
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关键词
Microsoft Windows,Skeleton,Three-dimensional displays,Task analysis,Videos,Real-time systems,Pattern recognition
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