Performance of the extended maximum average correlation height (EMACH) filter and the polynomial distance classifier correlation filter (PDCCF) for multi-class SAR detection and classification

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4727, Issue , 2002, Pages 265-276

  Singh, Rajan ^a   Vijaya Kumar, B V K ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Correlation filter; EMACH; OTSDF; PDCCF; Synthetic aperture radar

Indexed keywords

AUTOMATIC TARGET RECOGNITION; DATABASE SYSTEMS; OPTIMIZATION; RADAR CLUTTER; SYNTHETIC APERTURE RADAR;

EXTENDED MAXIMUM AVERAGE CORRELATION HEIGHT FILTER; POLYNOMIAL DISTANCE CLASSIFIER CORRELATION FILTER;

RADAR IMAGING;

EID: 0036907385     PISSN: 0277786X     EISSN: None     Source Type: Journal    
DOI: 10.1117/12.478684     Document Type: Article

References (8)

1. A. Mahalanobis, D.W. Carlson, and B.V.K. Vijaya Kumar, "Evaluation of MACH and DCCF correlation Filters for SAR ATR using MSTAR public data base, " in Algorithms for Synthetic Aperture Radar Imagery V (E.G. Zelnio, ed), vol. 3370, Photo-Optical Instrumentation Engineering, 1998.
2. A. Mahalanobis, L. Ortiz, and B.V.K. Vijaya Kumar, "Performance of MACH filter and DCCF algorithms on the 10-class public release data set, " in Algorithms for Synthetic Aperture Radar Imagery V (E.G. Zelnio, ed), vol. 3721, Photo-Optical Instrumentation Engineering, 1999.
3. M. Alkanhal, Eigen and Nonlinear Methods for Advanced Correlation Pattern Recognition. Ph.D. Thesis. Department of ECE, Carnegie Mellon University, Pittsburgh, September 2000.
4. D.W. Carlson, B.V.K. Vijaya Kumar, R. Mitchell, and M. Hoffelder, "Composite correlation filters for SAR image recognition, " in Algorithms for Synthetic Aperture Radar Imagery III, (E.G. Zelnio and R.J. Douglass, eds.), vol. 2757, pp. 338-349, Photo-Optical Instrumentation Engineering, 1996.
5. B.V.K. Vijaya Kumar, "Tutorial survey of composite filter designs for optical correlators, " Applied Optics, vol. 31, pp. 4773-4801, 1992.
6. A. Mahalanobis, B.V.K. Vijaya Kumar, S. Song, S.R.F. Sims, and J.F. Epperson, "Unconstrained correlations filters, " Applied Optics, vol. 33, pp. 3751-3759.
7. M. Alkanhal, B.V.K. Vijaya Kumar, and A.Mahalanobis, "Improving the false alarm capabilities of the maximum average correlation height correlation filter, " Optical Engineering, vol. 39, pp. 1133-1141, 2000.
8. A. Mahalanobis, B.V.K. Kumar, and S.R.F. Sims, "Distance-classifier correlation filters for multi-class target recognition, " Applied Optics, vol. 35, pp. 3127-3133, 1996.