Title :
Modified eigen-image approach to radar target identification
Author :
Ramanathan, Umaiyal ; Sum, Ng Chun ; Soon, Yeo Tat
Author_Institution :
Nat. Univ. of Singapore, Singapore
Abstract :
This paper proposes a modification to the eigen-image classifier approach to Automatic Target Recognition (ATR), which improves classification performance in the case where intra-class variation is large
Keywords :
geophysical signal processing; geophysical techniques; image classification; radar imaging; remote sensing by radar; terrain mapping; automatic target recognition; classification performance; classifier approach; eigen-image approach; geophysical measurement technique; image classification; intra-class variation; land surface; modification; radar imaging; radar remote sensing; radar target identification; terrain mapping; Covariance matrix; Eigenvalues and eigenfunctions; Principal component analysis; Radar; Random processes; Target recognition; Telephony;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-6359-0
DOI :
10.1109/IGARSS.2000.860456
