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. 17, 2019

Filed:

May. 14, 2015
Applicant:

Intel Corporation, Santa Clara, CA (US);

Inventors:

Gowri Somanath, Santa Clara, CA (US);

Jiajie Yao, Shanghai, CN;

Yong Jiang, Shanghai, CN;

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/143 (2017.01); G06T 7/11 (2017.01); G06K 9/46 (2006.01); G06T 7/162 (2017.01); G06T 7/136 (2017.01); H04N 13/00 (2018.01);
U.S. Cl.
CPC ...
G06T 7/143 (2017.01); G06K 9/4638 (2013.01); G06T 7/11 (2017.01); G06T 7/136 (2017.01); G06T 7/162 (2017.01); G06T 2200/04 (2013.01); G06T 2207/10024 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/20072 (2013.01); G06T 2207/20076 (2013.01); H04N 2013/0092 (2013.01);
Abstract

Image scene labeling with 3D image data. A plurality of pixels of an image frame may be label based at least on a function of pixel color and a pixel depth over the spatial positions within the image frame. A graph-cut technique may be utilized to optimize a data cost and neighborhood cost in which at least the data cost function includes a component that is a dependent on a depth associated with a given pixel in the frame. In some embodiments, in the MRF formulation pixels are adaptively merged into pixel groups based on the constructed data cost(s) and neighborhood cost(s). These pixel groups are then made nodes in the directed graphs. In some embodiments, a hierarchical expansion is performed, with the hierarchy set up within the label space.


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