Action Recognition using Visual Attention

shikhar sharma
shikhar sharma

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

Cited by: 447|Bibtex|Views72
EI
Other Links: academic.microsoft.com|dblp.uni-trier.de|arxiv.org

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

Code:

Data:

Full Text
Your rating :
0

 

Tags
Comments