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Amir Shahroudy

2 accepted papers

2018

SSNet: Scale Selection Network for Online 3D Action Prediction

CVPR 2018poster

In action prediction (early action recognition), the goal is to predict the class label of an ongoing action using its observed part so far. In this paper, we focus on online action prediction in streaming 3D skeleton sequences. A dilated convolutional network is introduced to model the motion dynam…

Cited by 68SourcePDFScholar
2016

NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

CVPR 2016poster

Recent approaches in depth-based human activity analysis achieved outstanding performance and proved the effectiveness of 3D representation for classification of action classes. Currently available depth-based and RGB+D-based action recognition benchmarks have a number of limitations, including the…

Cited by 3655PDFcodeScholar