An efficient multi-target SAR ATR algorithm

The MIT Lincoln Laboratory has developed the ATR (automatic target recognition) system for the DARPA-sponsored SAIP program; the baseline ATR system recognizes 10 GOB (ground order of battle) targets; the enhanced version of SAIP requires the ATR system to recognize 20 GOB targets. This paper compar...

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Bibliographic Details
Published inConference Record of Thirty-Second Asilomar Conference on Signals, Systems and Computers (Cat. No.98CH36284) Vol. 1; pp. 3 - 13 vol.1
Main Authors Novak, L.M., Owirka, G.J., Brower, W.S.
Format Conference Proceeding
LanguageEnglish
Published IEEE 1998
Subjects
Classification algorithms
Clutter
Image databases
Image resolution
Image sensors
Laboratories
Sensor systems
Spatial resolution
Synthetic aperture radar
Target recognition
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ISBN0780351487
9780780351486
ISSN1058-6393
DOI10.1109/ACSSC.1998.750815

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Summary:The MIT Lincoln Laboratory has developed the ATR (automatic target recognition) system for the DARPA-sponsored SAIP program; the baseline ATR system recognizes 10 GOB (ground order of battle) targets; the enhanced version of SAIP requires the ATR system to recognize 20 GOB targets. This paper compares ATR performance results for 10- and 20-target MSE (mean-squared error) classifiers using medium-resolution SAR (synthetic aperture radar) imagery.
ISBN:0780351487
9780780351486
ISSN:1058-6393
DOI:10.1109/ACSSC.1998.750815