IMAGE PROCESSING METHOD, RELATED DEVICE, AND COMPUTER STORAGE MEDIUM

Patent №

US 11,836,619

Granted

2023-12-05

Filed 2020

Owner

HUAWEI TECHNOLOGIES CO., LTD.

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17039544

An image processing method, a related device, and a computer storage medium are provided. The method includes: obtaining a feature intensity image corresponding to a training image, where an intensity value of a pixel in the feature intensity image is used to indicate importance of the pixel for recognizing the training image, and resolution of the training image is the same as resolution of the feature intensity image; and occluding, based on the feature intensity image, a to-be-occluded region in the training image by using a preset window, to obtain a new image, where the to-be-occluded region includes a to-be-occluded pixel, and the new image is used to update an image recognition model. According to the embodiments of the present application, a prior-art problem that a model has low accuracy and relatively poor generalization performance because of limited training data can be resolved.

Machine learningVisionAI hardwareG06N 3/08G06V 10/774G06N 3/045G06N 3/0464G06N 3/09G06N 20/00G06T 3/4007G06V 20/52+4 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Planning0.04
Evolutionary computation0.01
Knowledge representation0.00
Speech0.00
Natural language0.00

Ownership

HUAWEI TECHNOLOGIES CO., LTD.

assignment · 577270484

INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES

assignment · 577270484

Assignors

FENG, BAILAN, YAO, CHUNFENG, HUANG, KAIQI, ZHANG, ZHANG, CHEN, XIAOTANG, HUANG, HOUJING, LI, DANGWEI

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

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