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:
Jan. 11, 2022
Filed:
May. 06, 2020
Applicant:
Nec Laboratories America, Inc., Princeton, NJ (US);
Inventors:
Quoc-Huy Tran, Santa Clara, CA (US);
Bingbing Zhuang, Sunnyvale, CA (US);
Pan Ji, San Jose, CA (US);
Manmohan Chandraker, Santa Clara, CA (US);
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 5/00 (2006.01); G06T 7/50 (2017.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06T 5/003 (2013.01); G06N 3/0454 (2013.01); G06T 7/50 (2017.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract
A method for correcting blur effects is presented. The method includes generating a plurality of images from a camera, synthesizing blurred images from sharp image counterparts to generate training data to train a structure-and-motion-aware convolutional neural network (CNN), and predicting a camera motion and a depth map from a single blurred image by employing the structure-and-motion-aware CNN to remove blurring from the single blurred image.