IEEE - Institute of Electrical and Electronics Engineers, Inc. - Structural-RNN: Deep Learning on Spatio-Temporal Graphs

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

Author(s): Ashesh Jain ; Amir R. Zamir ; Silvio Savarese ; Ashutosh Saxena
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): 5,308 - 5,317
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.573
Regular:

Deep Recurrent Neural Network architectures, though remarkably capable at modeling sequences, lack an intuitive high-level spatio-temporal structure. That is while many problems in computer vision... View More

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