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1. (WO2017040691) SYSTEMS AND METHODS FOR ANALYZING REMOTE SENSING IMAGERY

Pub. No.:    WO/2017/040691    International Application No.:    PCT/US2016/049739
Publication Date: Fri Mar 10 00:59:59 CET 2017 International Filing Date: Thu Sep 01 01:59:59 CEST 2016
IPC: G06K 9/62
G06K 9/66
G06T 1/40
G06N 3/02
H01Q 5/22
Applicants: CAPE ANALYTICS, INC.
Inventors: KOTTENSTETTE, Ryan
LORENZEN, Peter
GEDIKLI, Suat
Title: SYSTEMS AND METHODS FOR ANALYZING REMOTE SENSING IMAGERY
Abstract:
Disclosed systems and methods relate to remote sensing, deep learning, and object detection. Some embodiments relate to machine learning for object detection, which includes, for example, identifying a class of pixel in a target image and generating a label image based on a parameter set. Other embodiments relate to machine learning for geometry extraction, which includes, for example, determining heights of one or more regions in a target image and determining a geometric object property in a target image. Yet other embodiments relate to machine learning for alignment, which includes, for example, aligning images via direct or indirect estimation of transformation parameters.