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:
Sep. 28, 2021
Filed:
Oct. 04, 2019
Applicant:
Nec Laboratories America, Inc., Princeton, NJ (US);
Inventors:
Quoc-Huy Tran, Santa Clara, CA (US);
Bingbing Zhuang, Cupertino, CA (US);
Pan Ji, San Jose, CA (US);
Manmohan Chandraker, Santa Clara, CA (US);
Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04N 5/225 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); H04N 5/232 (2006.01); G06T 7/20 (2017.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6263 (2013.01); G06K 9/6256 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 7/20 (2013.01); H04N 5/2329 (2013.01);
Abstract
A method for correcting rolling shutter (RS) effects is presented. The method includes generating a plurality of images from a camera, synthesizing RS images from global shutter (GS) counterparts to generate training data to train the structure-and-motion-aware convolutional neural network (CNN), and predicting an RS camera motion and an RS depth map from a single RS image by employing a structure-and-motion-aware CNN to remove RS distortions from the single RS image.