METHODS AND SYSTEMS FOR DETECTING CRACKS IN ILLUMINATED ELECTRONIC DEVICE SCREENS

Patent №

US 10,909,673

Granted

2021-02-02

Filed 2019

Owner

ECOATM, INC.

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16357041

Systems and methods for detecting the cracks in illuminated electronic device screens are disclosed. In one embodiment, the method includes receiving an image of an electronic device screen and retrieving a plurality of kernels, each having values corresponding to a line region and a non-line region, with the orientation of the line region and the non-line region differing for each kernel. At least some of the kernels are applied to the image to obtain, at various locations of the image, values corresponding to the line regions and the non-line regions. Based on the values corresponding to the line regions and the non-line regions, cracks are automatically identified in the electronic device screen.

Machine learningVisionG06T 7/0004G06F 18/22G06F 18/24G06T 7/001G06T 7/40G06T 2207/20016G06T 2207/30108G06T 2207/30121

AI classification

Vision1.00
Machine learning1.00
Evolutionary computation0.18
Knowledge representation0.15
AI hardware0.09
Planning0.01
Natural language0.00
Speech0.00

Ownership

ECOATM, INC.

assignment · 513720415

Assignors

FORUTANPOUR, BABAK, PLOETNER, JEFFREY

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

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