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1. (WO2018222775) BROAD AREA GEOSPATIAL OBJECT DETECTION

Pub. No.:    WO/2018/222775    International Application No.:    PCT/US2018/035217
Publication Date: Fri Dec 07 00:59:59 CET 2018 International Filing Date: Thu May 31 01:59:59 CEST 2018
IPC: G06K 9/62
G06N 3/08
Applicants: DIGITALGLOBE, INC.
Inventors: ESTRADA, Adam
GREEN, Kevin
JENKINS, Andrew
Title: BROAD AREA GEOSPATIAL OBJECT DETECTION
Abstract:
A system for simplified generation of systems for analysis of satellite images to geolocate one or more objects of interest, A plurality of training images labeled for a study object or objects with irrelevant features loaded into a preexisting feature identification subsystem causes automated generation of models for the study object. This model is used to parameterize pre-engineered machine learning elements that are running a preprogrammed machine learning protocol. Training images with the study are used to train object recognition filters. This filter is used to identify the study object in unanalyzed images. The system reports results in a requestor's preferred format.