Automatic recognition of MSTAR targets using radar shadow and superresolution features

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

Volumn V, Issue , 2005, Pages

  Cui, Jingjing ^a   Gudnason, Jon ^a   Brookes, Mike ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTOMATIC TARGET RECOGNITION; DATABASE SYSTEMS; OPTICAL RESOLVING POWER; PROBLEM SOLVING; SCATTERING;

AUTOMATIC RECOGNITION; MUSIC ALGORITHMS; NOISE ROBUST SUPERRESOLUTION; SUPERRESOLUTION FEATURES;

RADAR;

EID: 33646790876     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1416372     Document Type: Conference Paper

References (19)

1. R. Bhalla, H. Ling, J. Moore, D. J. Andersh, S. W. Lee, and J. Hughes, "3D scattering center representation of complex targets using the shooting and bouncing ray technique: a review," IEEE Antennas and Propagation Magazine, vol. 40, no. 5, pp. 30-39, 1998.
2. H. Chiang, R. L. Moses, and L. C. Potter, "Model-based classification of radar images," IEEE Trans. on Infromation Theory, vol. 46, no. 5, pp. 1842-1854, 2000.
3. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," Journal of the Royal Statistical Society, vol. 39, no. 1, pp. 1-38, 1977.
4. D. P. Kottke, F. Jong-Kae, and K. Brown, "Hidden Markov modeling for automatic target recognition," in Proc. Thirty-First Asilomar Conference on Signals, Systems and Computers, vol. 1, 1997, pp. 859-863.
5. X. Liao, P. Runkle, and L. Carin, "Identification of ground targets from sequential high-range-resolution radar signatures," IEEE Trans. on Aerospace and Electronic Systems, vol. 38, no. 4, pp. 1230-1242, 2002.
6. P. Lombardo, M. Sciotti, and L. M. Kaplan, "SAR prescreening using both target and shadow information," in Proc. Radar Conference, 2001, pp. 147-152.
7. D. E. Nelson, J. A. Starzyk, and D. D. Ensley, "Iterated wavelet transformation and signal discrimination for HRR radar target recognition," IEEE Trans. on Systems, Man and Cybernetics, Part A, vol. 33, no. 1, pp. 52-57, 2003.
8. C. Nilubol, Q. H. Pham, R. M. Mersereau, M. J. T. Smith, and M. A. Clements, "Hidden Markov modelling for SAR automatic target recognition," in Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, vol. 2, 1998, pp. 1061-1064.
9. L. M. Novak, "A comparison of 1D and 2D algorithms for radar target classification," in IEEE International Conference on Systems Engineering, 1991, pp. 6-12.
10. L. M. Novak, S. D. Halversen, G. Owirka, and M. Hielt, "Effects of polarization and resolution on SAR ATR," IEEE Trans. on Aerospace and Electronic Systems, vol. 33, no. 1, pp. 102-116, 1997.
11. L. M. Novak, G. J. Owirka, and A. L. Weaver, "Automatic target recognition using enhanced resolution SAR data," IEEE Trans. on Aerospace and Electronic Systems, vol. 35, no. 1, pp. 157-175, 1999.
12. J. A. O'Sullivan, M. D. DeVore, V. Kedia, and M. I. Miller, "SAR ATR performance using a conditionally Gaussian model," IEEE Trans. on Aerospace and Electronic Systems, vol. 37, no. 1, pp. 91-108, 2001.
13. B. Pei and Z. Bao, "Radar target recognition based on peak location of HRR profile and HMMs classifiers," in Proc. Radar Conference, 2002, pp. 414-418.
14. T. D. Ross and J. C. Mossing, "The MSTAR Evaluation Methodology," Proc. SPIE - The International Society for OpticalEngineering, vol. 3721, pp. 705-713, 1999.
15. T. Ross, S. Worrel, V. Velten, J. Mossing, and M. Bryant, "Standard SAR ATR evaluation experiments using the MSTAR public release data set," Proc. SPIE - The International Society for OpticalEngineering, vol. 3370, pp. 566-573, 1998.
16. P. Runkle, L. H. Nguyen, J. H. McClellan, and L. Carin, "Multi-aspect target detection for SAR imagery using hidden Markov models," IEEE Trans. on Geoscience and Remote Sensing, vol. 39, no. 1, pp. 46-55, 2001.
17. R. Schmidt, "Multiple emitter location and signal parameter estimation," IEEE Trans. on Antennas and Propagation, vol. 34, no. 3, pp. 276-280, 1986.
18. R. Williams, J. Westerkamp, D. Gross, A. Palomion, and T. Fister, "Automatic target recognition of time critical moving targets using ID high range resolution (HRR) radar," in IEEE Radar Conference, 1999, pp. 54-59.
19. S. Young, G. Evermann, T. Hain, D. Kershaw, G. Moore, J. Odell, D. Ollason, D. Povey, V. Valtchev, and P. Woodland, The HTK Book. Cambridge University Engineering Dept, 2002. [Online], Available: http://htk.eng.cam.ac. uk/prot-docs/HTKBook/htkbook.html