Radar signal classification using PCA-based features

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2006, Pages

  Mishra, Amit Kumar ^a   Mulgrew, Bernard ^a  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC TARGET RECOGNITION; DATABASE SYSTEMS; FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS; SOCIAL SCIENCES; SYNTHETIC APERTURE RADAR;

BAYESIAN CLASSIFIERS; GAUSSIAN MODELS; RECEIVER OPERATING CHARACTERISTICS (ROC); SIGNAL CLASSIFICATION;

IMAGE CLASSIFICATION;

EID: 33947666550     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. M.D. DeVore, and J.A. O'Sullivan, "Performance Complexity Study of Several Approaches to ATR from SAR Images", IEEE Trans. on Aerospace and Electronic Systems, vol.38, no.2,632-648, April 2002.
2. nd Ed., Springer press, 2002.
3. Dunteman, and H. George, Brief Description: Principal components analysis, Newbury Park, Calif. ; London : Sage, 1989.
4. M.R.A. Sadjadi, S. Ghaloum, and R. Zoughi, "Terrain classification in SAR image using principal component analysis and neural networks", IEEE Trans. On Geoscience and Remote Sensing, vol.31, no.2, 511-515, March 1993.
5. M.Klenke, and V.Hochschild, "Reducing the radiometric terrain effect in SAR imagery by means of principal components analysis", IEEE Geoscience and Remote Sensing Symposium, vol.2, 1288-1290, 1999.
6. T.Feingersh, B.G.H.Gorte, and H.J.C. VanLeeuwen, "Fusion of SAR and SPOT image data for crop mapping", IEEE Geoscience and Remote Sensing Symposium, vol.2, 873-875, 2001.
7. https://www.sdms.afrl.af.mil/
8. A.K.Mishra, and B.Mulgrew, "SAR-ATR using one and 2D PCA", International Radar Symposium (India), Bangalore, 19-22 December 2005.