IEEE - Institute of Electrical and Electronics Engineers, Inc. - End-to-End Learning of Action Detection from Frame Glimpses in Videos

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Serena Yeung ; Olga Russakovsky ; Greg Mori ; Li Fei-Fei
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 2,678 - 2,687
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.293
Regular:

In this work we introduce a fully end-to-end approach for action detection in videos that learns to directly predict the temporal bounds of actions. Our intuition is that the process of detecting... View More

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