A Closer Look at Spatiotemporal Convolutions for Action Recognition

Jamie Ray
Jamie Ray
Manohar Paluri
Manohar Paluri

computer vision and pattern recognition, 2018.

Cited by: 576|Bibtex|Views259|DOI:https://doi.org/10.1109/cvpr.2018.00675
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

In this paper we discuss several forms of spatiotemporal convolutions for video analysis and study their effects on action recognition. Our motivation stems from the observation that 2D CNNs applied to individual frames of the video have remained solid performers in action recognition. In this work we empirically demonstrate the accuracy ...More

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