DocumentCode
1930913
Title
ATR performance assessment of target type number for HRR radar
Author
Jun He ; Hong-zhong Zhao ; Qiang Fu
Author_Institution
ATR Lab., Nat. Univ. of Defense Technol., Changsha
fYear
2008
fDate
26-30 May 2008
Firstpage
1
Lastpage
5
Abstract
Automatic target recognition (ATR) performance evaluation has become an important subject in ATR theory community since the last two decades. The extended operation condition (EOC) and system cost are two key aspects in ATR performance evaluation. For the situation of air-to-ground (A-G) ATR using high range resolution (HRR) data, this paper analyzes the influence of target type number on ATR system performance. The system cost is also considered in evaluation process. An experiential performance model of typical ATR systems is given. The performance model and the corresponding conclusions have useful reference to ATR system performance prediction and assessment in the similar A-G applications.
Keywords
image recognition; image resolution; object detection; radar target recognition; ATR performance assessment; ATR performance evaluation; ATR theory community; HRR radar; air-to-ground ATR; automatic target recognition; extended operation condition; high range resolution data; performance model; target type number; Costs; Feature extraction; Helium; Packaging; Partitioning algorithms; Pattern recognition; Principal component analysis; Radar; System performance; Target recognition; automatic target recognition (ATR); evaluation; performance;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location
Rome
ISSN
1097-5659
Print_ISBN
978-1-4244-1538-0
Electronic_ISBN
1097-5659
Type
conf
DOI
10.1109/RADAR.2008.4720903
Filename
4720903
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