Conference item
Learning and using the arrow of time
- Abstract:
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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...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Bibliographic Details
- Publisher:
- Institute of Electrical and Electronics Engineers Publisher's website
- Host title:
- Conference on Computer Vision and Pattern Recognition (CVPR 2018)
- Journal:
- Conference on Computer Vision and Pattern Recognition (CVPR 2018) Journal website
- Publication date:
- 2018-12-17
- Acceptance date:
- 2018-02-28
- DOI:
Item Description
- Pubs id:
-
pubs:859555
- UUID:
-
uuid:53e35755-a037-4c1e-9f16-8bacc1f9923d
- Local pid:
- pubs:859555
- Source identifiers:
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859555
- Deposit date:
- 2018-06-27
Terms of use
- Copyright holder:
- Institute of Electrical and Electronics Engineers
- Copyright date:
- 2018
- Notes:
- © 2018 IEEE. This is the accepted manuscript version of the article. The final version is available online from Institute of Electrical and Electronics Engineers at: https://doi.org/10.1109/CVPR.2018.00840
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