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:
May. 30, 2023

Filed:

Nov. 25, 2020
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Zhe Lin, Bellevue, WA (US);

Shabnam Ghadar, Menlo Park, CA (US);

Saeid Motiian, San Francisco, CA (US);

Ratheesh Kalarot, San Jose, CA (US);

Baldo Faieta, San Francisco, CA (US);

Alireza Zaeemzadeh, Oviedo, FL (US);

Assignee:

Adobe Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/583 (2019.01); G06F 16/532 (2019.01); G06N 20/00 (2019.01); G06F 16/54 (2019.01); G06F 16/56 (2019.01); G06F 16/538 (2019.01);
U.S. Cl.
CPC ...
G06F 16/583 (2019.01); G06F 16/532 (2019.01); G06F 16/538 (2019.01); G06F 16/54 (2019.01); G06F 16/56 (2019.01); G06N 20/00 (2019.01);
Abstract

A query image is received, along with a query to initiate a search process to find other images based on the query image. The query includes a preference value associated with an attribute, the preference value indicative of a level of emphasis to be placed on the attribute during the search. A full query vector, which is within a first dimensional space and representative of the query image, is generated. The full query vector is projected to a reduced dimensional space having a dimensionality lower than the first dimensional space, to generate a query vector. An attribute direction corresponding to the attribute is identified. A plurality of candidate vectors of the reduced dimensional space is searched, based on the attribute direction, the query vector, and the preference value, to identify a target vector of the plurality of candidate vectors. A target image, representative of the target vector, is displayed.


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