Articles with "temporal convolutions" as a keyword



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Long-Term Temporal Convolutions for Action Recognition

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Published in 2018 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2017.2712608

Abstract: Typical human actions last several seconds and exhibit characteristic spatio-temporal structure. Recent methods attempt to capture this structure and learn action representations with convolutional neural networks. Such representations, however, are typically learned at the level… read more here.

Keywords: action recognition; temporal convolutions; long term; term temporal ... See more keywords