IEEE - Institute of Electrical and Electronics Engineers, Inc. - Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

Author(s): Jeff Donahue ; Lisa Anne Hendricks ; Marcus Rohrbach ; Subhashini Venugopalan ; Sergio Guadarrama ; Kate Saenko ; Trevor Darrell
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2017
Volume: 39
Page(s): 677 - 691
ISSN (CD): 2160-9292
ISSN (Paper): 0162-8828
DOI: 10.1109/TPAMI.2016.2599174
Regular:

Models based on deep convolutional networks have dominated recent image interpretation tasks; we investigate whether models which are also recurrent are effective for tasks involving sequences,... View More

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