Search Results for author: Austen Groener

Found 3 papers, 0 papers with code

A Comparison of Deep Learning Object Detection Models for Satellite Imagery

no code implementations10 Sep 2020 Austen Groener, Gary Chern, Mark Pritt

In this work, we compare the detection accuracy and speed of several state-of-the-art models for the task of detecting oil and gas fracking wells and small cars in commercial electro-optical satellite imagery.

object-detection Object Detection

Globally-scalable Automated Target Recognition (GATR)

no code implementations10 Sep 2020 Gary Chern, Austen Groener, Michael Harner, Tyler Kuhns, Andy Lam, Stephen O'Neill, Mark Pritt

On a single GPU it processes imagery at a rate of over 16 square km/sec (or more than 10 Mpixels/sec), and it requires only two hours to search the entire state of Pennsylvania for gas fracking wells.

object-detection Real-Time Object Detection

Detecting the Presence of Vehicles and Equipment in SAR Imagery Using Image Texture Features

no code implementations10 Sep 2020 Michael Harner, Austen Groener, Mark Pritt

In this work, we present a methodology for monitoring man-made, construction-like activities in low-resolution SAR imagery.

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