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:
Jul. 28, 2020

Filed:

Nov. 15, 2016
Applicant:

Houzz, Inc., Palo Alto, CA (US);

Inventors:

Chen Longbin, Palo Alto, CA (US);

Le Kang, Palo Alto, CA (US);

Lei Yao, Palo Alto, CA (US);

Zhenyu Mao, Palo Alto, CA (US);

Assignee:

Houzz, Inc., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/95 (2019.01); G06F 16/9535 (2019.01); G06F 16/51 (2019.01); G06F 16/248 (2019.01); G06F 16/28 (2019.01); G06F 16/58 (2019.01); G06F 16/2457 (2019.01); G06K 9/00 (2006.01); G06K 9/46 (2006.01); G06F 16/583 (2019.01); G06F 16/50 (2019.01); G06F 16/40 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/248 (2019.01); G06F 16/24578 (2019.01); G06F 16/285 (2019.01); G06F 16/40 (2019.01); G06F 16/50 (2019.01); G06F 16/51 (2019.01); G06F 16/583 (2019.01); G06F 16/5854 (2019.01); G06F 16/5866 (2019.01); G06K 9/00624 (2013.01); G06K 9/00711 (2013.01); G06K 9/00718 (2013.01); G06K 9/00744 (2013.01); G06K 9/4628 (2013.01);
Abstract

An improved approach for returning aesthetically relevant search results is disclosed. A training set of images (e.g., designer-created images) is used to train a detection engine that detects items in the images as features. A classification engine is configured to analyze the features and generate classification indices for the features. A user can select an item, and the classification index for the feature corresponding to the item is retrieved. The classification index is used to identify result images, which can be returned ranked according user action data and other parameters, such as style.


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