UNSUPERVISED LAND USE AND LAND COVER DETECTION

Patent №

US 10,691,942

Granted

2020-06-23

Filed 2017

Owner

DIGITALGLOBE, INC.

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15812124

A system and methods for unsupervised land use and land cover detection using a classifier that produces a plurality of class image layers which are filtered to remove misclassified same-label pixel groupings, a class resolution module that reduces multiple pixel labels to a single one if applicable and a reconstruction module that generates the output land use and land cover image.

Machine learningVisionG06T 7/0004G06F 16/5854G06F 18/21342G06F 18/22G06F 18/231G06F 18/2321G06F 18/24G06F 18/2413+13 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.26
Natural language0.19
Knowledge representation0.01
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

DIGITALGLOBE, INC.

assignment · 441390926

Assignors

OUZOUNIS, GEORGIOS

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

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