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:
Sep. 13, 2016

Filed:

Mar. 29, 2012
Applicants:

Qixing Huang, Stanford, CA (US);

Mei Han, Palo Alto, CA (US);

BO Wu, Alhambra, CA (US);

Sergey Ioffe, Mountain View, CA (US);

Inventors:

Qixing Huang, Stanford, CA (US);

Mei Han, Palo Alto, CA (US);

Bo Wu, Alhambra, CA (US);

Sergey Ioffe, Mountain View, CA (US);

Assignee:

Google Inc., Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06T 7/00 (2006.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0081 (2013.01); G06K 9/628 (2013.01); G06K 9/6218 (2013.01); G06T 7/0087 (2013.01); G06K 9/00664 (2013.01); G06K 9/6256 (2013.01); G06T 2207/20016 (2013.01); G06T 2207/20081 (2013.01);
Abstract

An image processing system automatically segments and labels an image using a hierarchical classification model. A global classification model determines initial labels for an image based on features of the image. A label-based descriptor is generated based on the initial labels. A local classification model is then selected from a plurality of learned local classification model based on the label-based descriptor. The local classification model is applied to the features of the input image to determined refined labels. The refined labels are stored in association with the input image.


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