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.
VideosThree-dimensional displaysTask analysisSpatial resolutionComputational modelingMore(2+)
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
Full Text (Upload PDF)
PPT (Upload PPT)