Action Recognition using Visual Attention

shikhar sharma
shikhar sharma

neural information processing systems, Volume abs/1511.04119, 2015.

Cited by: 447|Bibtex|Views71|Links
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Abstract:

We propose a soft attention based model for the task of action recognition in videos. We use multi-layered Recurrent Neural Networks (RNNs) with Long Short-Term Memory (LSTM) units which are deep both spatially and temporally. Our model learns to focus selectively on parts of the video frames and classifies videos after taking a few gli...More

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