Digitalglobe, Incorporated

Booz Allen Hamilton Inc.

Kevin Green

Andrew Jenkins

Adam Estrada

James J Ter Beest

Andre Tai Nguyen

Rory Thomas Burke

Andrew Kalukin

Michael Tong

Alexander Tejada

Brandon Fallin

Cornelius Griggs

David Sanborn

Dave Babbitt

Douglas James Sanborn

Jacob Stevens-Haas

Paul McLone Carson

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.

System for simplified generation of systems for broad area geospatial object detection

Exemplary systems and methods are directed to generating synthetic data for computer vision. A processing device generates a synthetic three-dimensional (3D) image of an object. A background image is selected, and a composite image is generated by combining the 3D image of the object and the background image. The processing device simulates: reflection or emission of at least one type of radiant energy from the surface of the object and/or the background according to a set of parameters associated with at least one of the object and the background image; and a reflectance or emittance measurement of the at least one type of radiant energy from the surface of the object by a sensor device configured for detecting the at least one type of radiant energy. The processing device generates a plurality of two-dimensional (2D) simulated images of different perspectives of the object based on simulation data.

System and method for generating synthetic data

Growing community of inventors

Aldie, VA, United States of America

Kevin Green