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:
Dec. 05, 2017
Filed:
Mar. 03, 2016
Applicant:
Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);
Inventors:
Oncel Tuzel, Winchester, MA (US);
Yuichi Taguchi, Arlington, MA (US);
Assignee:
Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/40 (2006.01); G06K 9/66 (2006.01); G06T 5/00 (2006.01); G06K 9/62 (2006.01); G06K 9/52 (2006.01); H04N 19/136 (2014.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06T 3/4053 (2013.01); G06K 9/00255 (2013.01); G06K 9/52 (2013.01); G06K 9/6256 (2013.01); G06K 9/66 (2013.01); G06T 3/4046 (2013.01); G06T 5/00 (2013.01); H04N 19/136 (2014.11); G06T 3/4007 (2013.01); G06T 2207/20024 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20172 (2013.01); G06T 2207/30201 (2013.01);
Abstract
A method upsamples an image using a non-linear fully connected neural network to produce only global details of an upsampled image and interpolates the image to produce a smooth upsampled image. The method concatenates the global details and the smooth upsampled image into a tensor and applies a sequence of nonlinear convolutions to the tensor using a convolutional neural network to produce the upsampled image.