OBJECT CO-SEGMENTATION IN IMAGE DATA USING SEMANTIC FILTER

Patent №

US 11,238,596

Granted

2022-02-01

Filed 2019

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16369908

Devices and techniques are generally described for object co-segmentation in image data using a semantic filter. In various examples, first image data and second image data may be received. First semantic feature data may be determined for the first image data and second semantic feature data may be determined for the second image data. Filtered semantic feature data corresponding to the first semantic feature data may be generated by filtering the first semantic feature data and the second semantic feature data in a semantic feature space. A determination may be made that a first pixel corresponds to a first class of an object, where at least one object of the first class is represented in the first image data and the second image data.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06T 7/11G06T 7/194G06F 18/214G06F 18/243G06V 10/454G06V 30/19147G06V 30/19173G06V 30/274+3 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Planning0.95
Natural language0.93
Knowledge representation0.77
Evolutionary computation0.00
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 581520091

Assignors

GADDE, RAGHU DEEP, GEHLER, PETER VINCENT

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

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