SYSTEM AND METHOD FOR ENHANCING IMAGE RETRIEVAL BY SMART DATA SYNTHESIS

Patent №

US 11,625,950

Granted

2023-04-11

Filed 2020

Owner

SIEMENS CORPORATION

+1 more

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16755998

A method for enhancing facial/object recognition includes receiving a query image, and providing a database of object images, including images relevant to the query image, each image having a first attribute and a second attribute with each of the first attribute and the second attribute having a first state and a second state. The method also includes creating an augmented database by generating a plurality of artificial images for each image in the database, the artificial images cooperating with the image to define a set of images including every combination of the first attribute and the second attribute in each of the first state and the second state, and comparing the query image to the images in the augmented database to find one or more matches.

Machine learningVisionKnowledge representationAI hardwareG06N 3/08G06F 16/532G06F 18/2115G06F 18/214G06N 3/045G06N 3/0464G06N 3/0475G06N 3/09+4 more

AI classification

Vision1.00
Knowledge representation1.00
AI hardware0.95
Machine learning0.53
Natural language0.03
Evolutionary computation0.00
Speech0.00
Planning0.00

Ownership

SIEMENS CORPORATION

assignment · 523910870

SIEMENS AKTIENGESELLSCHAFT

assignment · 523920121

Assignors

GONG, YUNYE, KARANAM, SRIKRISHNA, WU, ZIYAN, PENG, KUAN-CHUAN, ERNST, JAN

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

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