IMAGE CLASSIFICATION USING A MASK IMAGE AND NEURAL NETWORKS

Patent №

US 10,936,912

Granted

2021-03-02

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16177886

Image classification using a generated mask image is performed by generating a mask image that extracts a target area from an input image, extracting an image feature map of the input image by inputting the input image in a first neural network including at least one image feature extracting layer, masking the image feature map by using the mask image, and classifying the input image by inputting the masked image feature map to a second neural network including at least one classification layer.

Machine learningNatural languageVisionAI hardwareG06V 10/255G06F 18/214G06F 18/217G06V 10/454G06V 10/462G06V 10/82G06V 2201/032

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Natural language0.57
Evolutionary computation0.06
Knowledge representation0.01
Speech0.00
Planning0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 473850110

Assignors

NAKANO, HIROKI, GOTO, TAKUYA, SAKAMOTO, MASAHARU

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

From the same owner

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