Conference item icon

Conference item

Learning and using the arrow of time

Abstract:

We seek to understand the arrow of time in videos – what makes videos look like they are playing forwards or backwards? Can we visualize the cues? Can the arrow of time be a supervisory signal useful for activity analysis? To this end, we build three large-scale video datasets and apply a learning-based approach to these tasks.


To learn the arrow of time efficiently and reliably, we design a ConvNet suitable for extended temporal footprints and for class activation visualizati...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

Actions


Access Document


Files:
Publisher copy:
10.1109/CVPR.2018.00840

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Oxford college:
Brasenose College
Role:
Author
Publisher:
Institute of Electrical and Electronics Engineers Publisher's website
Publication date:
2018-12-17
Acceptance date:
2018-02-28
DOI:
Pubs id:
pubs:859555
URN:
uri:53e35755-a037-4c1e-9f16-8bacc1f9923d
UUID:
uuid:53e35755-a037-4c1e-9f16-8bacc1f9923d
Local pid:
pubs:859555

Terms of use


Metrics


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP