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Title: Vehicle track detection in synthetic aperture radar imagery

Abstract

The various technologies presented herein relate to detecting one or more vehicle tracks in radar imagery. A CCD image can be generated from a first SAR image and a second SAR image captured for a common scene, wherein the second SAR image may include a vehicle track that is not present in the first SAR image. A Radon transform (RT) process can be applied to each pixel in the CCD image, and further, a radial derivative (RDRT) can be determined for each pixel from RT values derived for each pixel. Each pixel can be labelled as being related to a track, or not, based upon a unary cost obtained from the RDRT value of that pixel, combined with a probability of the pixel label based upon labels applied to neighboring pixels. A labelled representation of the CCD image can be generated based upon the determination of “track” or “not track”.

Inventors:
; ;
Publication Date:
Research Org.:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1600251
Patent Number(s):
10,467,474
Application Number:
15/207,290
Assignee:
National Technology & Engineering Solutions of Sandia, LLC (Albuquerque, NM)
DOE Contract Number:  
AC04-94AL85000
Resource Type:
Patent
Resource Relation:
Patent File Date: 07/11/2016
Country of Publication:
United States
Language:
English
Subject:
45 MILITARY TECHNOLOGY, WEAPONRY, AND NATIONAL DEFENSE

Citation Formats

Malinas, Rebecca, Quach, Tu-Thach, and Koch, Mark W. Vehicle track detection in synthetic aperture radar imagery. United States: N. p., 2019. Web.
Malinas, Rebecca, Quach, Tu-Thach, & Koch, Mark W. Vehicle track detection in synthetic aperture radar imagery. United States.
Malinas, Rebecca, Quach, Tu-Thach, and Koch, Mark W. Tue . "Vehicle track detection in synthetic aperture radar imagery". United States. https://www.osti.gov/servlets/purl/1600251.
@article{osti_1600251,
title = {Vehicle track detection in synthetic aperture radar imagery},
author = {Malinas, Rebecca and Quach, Tu-Thach and Koch, Mark W.},
abstractNote = {The various technologies presented herein relate to detecting one or more vehicle tracks in radar imagery. A CCD image can be generated from a first SAR image and a second SAR image captured for a common scene, wherein the second SAR image may include a vehicle track that is not present in the first SAR image. A Radon transform (RT) process can be applied to each pixel in the CCD image, and further, a radial derivative (RDRT) can be determined for each pixel from RT values derived for each pixel. Each pixel can be labelled as being related to a track, or not, based upon a unary cost obtained from the RDRT value of that pixel, combined with a probability of the pixel label based upon labels applied to neighboring pixels. A labelled representation of the CCD image can be generated based upon the determination of “track” or “not track”.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2019},
month = {11}
}

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