GENERATION OF SYNTHETIC HIGH-ELEVATION DIGITAL IMAGES FROM TEMPORAL SEQUENCES OF HIGH-ELEVATION DIGITAL IMAGES

Patent №

US 10,891,735

Granted

2021-01-12

Filed 2019

Owner

X DEVELOPMENT LLC

AI components

3

ml · vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16242873

Implementations relate to detecting/replacing transient obstructions from high-elevation digital images, and/or to fusing data from high-elevation digital images having different spatial, temporal, and/or spectral resolutions. In various implementations, first and second temporal sequences of high-elevation digital images capturing a geographic area may be obtained. These temporal sequences may have different spatial, temporal, and/or spectral resolutions (or frequencies). A mapping may be generated of the pixels of the high-elevation digital images of the second temporal sequence to respective sub-pixels of the first temporal sequence. A point in time at which a synthetic high-elevation digital image of the geographic area may be selected. The synthetic high-elevation digital image may be generated for the point in time based on the mapping and other data described herein.

Machine learningVisionPlanningG06T 3/4007A01D 41/127G06N 3/044G06N 3/0442G06N 3/045G06N 3/0464G06N 3/047G06N 3/0475+29 more

AI classification

Vision1.00
Planning0.98
Machine learning0.63
Knowledge representation0.07
Evolutionary computation0.03
AI hardware0.00
Speech0.00
Natural language0.00

Ownership

X DEVELOPMENT LLC

assignment · 479350523

Assignors

YANG, JIE, GUO, CHENG-EN, YUAN, ZHIQIANG, GRANT, ELLIOTT, MA, HONGXU

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

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