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.

Date of Patent:
Jan. 09, 2018

Filed:

Feb. 05, 2015
Applicant:

Pixelworks, Inc., Portland, OR (US);

Inventors:

Guodong Liu, Shanghai, CN;

Junhua Chen, Shanghai, CN;

Neil Woodall, Newport Beach, CA (US);

Yue Ma, Pleasanton, CA (US);

Bob Zhang, Santa Clara, CA (US);

Assignee:

PIXELWORKS, INC., Portland, OR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/32 (2006.01); G06T 3/40 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06T 3/4053 (2013.01); G06K 9/6218 (2013.01); G06K 9/6256 (2013.01);
Abstract

A method of developing an image training library includes receiving, at a processor, a set of high resolution image samples at a first resolution, generating a set of low resolution image samples having a second resolution from the set of high resolution images, wherein the second resolution is lower than the first resolution, clustering the low resolution image samples using features in the low resolution images, generating a low resolution dictionary for each cluster, generating sparse coefficients for each sample, and using the sparse coefficients to generate a high resolution dictionary for each cluster.


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