TAN: Temporal Aggregation Network for Dense Multi-label Action Recognition

2019 IEEE Winter Conference on Applications of Computer Vision (WACV), Volume abs/1812.06203, 2019.

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VideosThree-dimensional displaysTask analysisSpatial resolutionComputational modelingMore(2+)

Abstract:

We present Temporal Aggregation Network (TAN) which decomposes 3D convolutions into spatial and temporal aggregation blocks. By stacking spatial and temporal convolutions repeatedly, TAN forms a deep hierarchical representation for capturing spatio-temporal information in videos. Since we do not apply 3D convolutions in each layer but onl...More

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