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:
Aug. 18, 2020
Filed:
Dec. 26, 2017
Facebook, Inc., Menlo Park, CA (US);
Balmanohar Paluri, Mountain View, CA (US);
Facebook, Inc., Menlo Park, CA (US);
Abstract
A system trains a machine learning model to generate a high-resolution depth image. During a training phase, the system generates an accurate three dimensional reconstruction of a training scene such that the machine learning model is iteratively trained to minimize an error between the higher resolution depth image and the depth information in the accurate three dimensional reconstruction. During a real-time phase, the system applies the trained machine learning model to images captured from a scene of interest and generates a higher resolution depth image with higher accuracy. Thus, the higher resolution depth image can be subsequently used to solve computer vision problems.