Motion denoising with application to time-lapse photography

Motions can occur over both short and long time scales. We introduce motion denoising, which treats short-term changes as noise, long-term changes as signal, and re-renders a video to reveal the underlying long-term events. We demonstrate motion denoising for time-lapse videos. One of the characteri...

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Bibliographic Details
Main Authors: Rubinstein, Michael, Liu, Ce, Sand, Peter, Durand, Fredo, Freeman, William T.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2014
Online Access:http://hdl.handle.net/1721.1/86212
https://orcid.org/0000-0002-3707-3807
https://orcid.org/0000-0001-9919-069X
https://orcid.org/0000-0002-2231-7995