DocumentCode
561671
Title
Efficient construction of training database for identification of aircraft ISAR images
Author
Choi, G.-G. ; Han, S.-K. ; Kim, K.-T.
Author_Institution
Dept. of Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
Volume
1
fYear
2011
fDate
24-27 Oct. 2011
Firstpage
520
Lastpage
523
Abstract
This paper presents a new paradigm for classification of aircraft inverse synthetic aperture radar (ISAR) images. A database for identification is efficiently constructed using various 3-D aircraft flight scenarios. Simulation results demonstrate that this method can reduce the memory space for target identification significantly compared to the conventional methodology while maintaining reliable identification performance.
Keywords
airborne radar; aircraft; image classification; radar imaging; radar tracking; synthetic aperture radar; target tracking; 3D aircraft flight; ISAR image classification; aircraft ISAR image identification; aircraft inverse synthetic aperture radar image classification; identification performance; memory space reduction; target identification; training database; Mercury (metals); Inverse Synthetic Aperture Radar (ISAR); Target Classification;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar (Radar), 2011 IEEE CIE International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-8444-7
Type
conf
DOI
10.1109/CIE-Radar.2011.6159593
Filename
6159593
Link To Document