The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 01, 2019
Filed:
Nov. 16, 2017
Facebook, Inc., Menlo Park, CA (US);
Michael Fabien Mathieu, New York, NY (US);
Camille Couprie, Rueil Malmaison, FR;
Yann Andre Le Cun, New York, NY (US);
Facebook, Inc., Menlo Park, CA (US);
Abstract
In one embodiment, a method includes receiving a plurality of input frames of a video sequence associated with a time t, training a convolutional network to predict one or more future frames of the video sequence from the plurality of input frames based on a generative model, and outputting a first future frame of the video sequence associated with a time t+1 as predicted by the generative model. The training may comprise using an adversarial model and an image gradient difference loss model. In addition, the training may comprise randomly selecting temporal sequences of a n×m grid of pixels from the plurality of input frames exhibiting a threshold of optical flow.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile