IMAGE SEARCHING USING A FULL-TEXT SEARCH ENGINE

Patent №

US 11,625,429

Granted

2023-04-11

Filed 2020

Owner

WALMART APOLLO, LLC

AI components

5

nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16779519

A method including bit-operation and sub-code/substring filtering for image searching using a full-text search engine. The method can include determining a first binary vector comprising first binary substrings for a first image. The method also can include obtaining a respective second binary vector comprising second binary substrings for each of second images from a database. The method additionally can include determining a respective substring distance for each of the binary substring for each of the second images. The respective substring distance can be between at least a pair of a first binary substring of the first binary substrings of the first binary vector and a respective corresponding second binary substring of the second binary substrings of the respective second binary vector for each of the second images. In some embodiments, the method further can include after determining the respective substring distance for each of the binary substring for each of the second images, when the respective substring distance for one or more of the second images is not greater than a predetermined substring distance threshold, including the one or more of the second images in a search result. The method also can include determining a respective image distance for each respective third image of the search result, the respective image distance being between the first image and the each respective third image of the search result. The method additionally can include after determining the respective image distance for the each respective third image of the search result, when the respective image distance is greater than the predetermined image distance threshold, culling the each respective third image from the search result. Other embodiments are disclosed.

Natural languageVisionKnowledge representationPlanningAI hardwareG06F 16/56G06F 16/532G06F 16/583G06F 16/9014G06Q 30/0627

AI classification

Natural language1.00
Vision1.00
AI hardware0.98
Knowledge representation0.69
Planning0.53
Machine learning0.08
Evolutionary computation0.03
Speech0.00

Ownership

WALMART APOLLO, LLC

assignment · 522090122

Assignors

YANG, BINWEI, OVENC, OMER, AHMADI, BEHZAD, MU, CUN, YAN, ZHENG, YANG, GUANG

On an employer assignment, the assignors are typically the inventors.

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