A design for HMM-based SAR ATR

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3370, Issue , 1998, Pages 541-551

  Kottke, Dane P ^c   Fiore, Paul D ^c   Brown, Kathy L ^a   Fwu, Jong Kae ^b  

^a LOCKHEED MARTIN   (United States)

^b NOKIA RESEARCH CENTER   (United States)

^c NONE

Author keywords

Hidden Markov Modeling (HMM); Image Segmentation; Synthetic Aperture Radar (SAR); Target Recognition

Indexed keywords

DATABASE SYSTEMS; IMAGE SEGMENTATION; MARKOV PROCESSES; MATHEMATICAL MODELS; RADAR IMAGING; REAL TIME SYSTEMS; SYNTHETIC APERTURE RADAR;

DATA ORDERING;

AUTOMATIC TARGET RECOGNITION;

EID: 0037984008     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.321857     Document Type: Conference Paper

References (19)

1. P. D. Fiore and P. Topiwala, "Bit-ordered tree classifiers for SAR target classification," Proc. Asilomar Conf. on Signals, Systems, and Computers, in press, Nov. 1997.
2. D. P. Kottke and P. D. Fiore, "Systolic any for acceleration of template based ATR," IEEE Intl. Conf. on Image Processing, p. 869-872, 1997.
3. B. Bhanu, D. E. Dudgeon, E. G. Zelnio, A. Rosenfeld, D. Casasent, and I. S. Reed, Special Issue on Automatic Target Recognition, IEEE Trans. IP, vol. 6, 1997.
4. D. E. Dudgeon and R. T. Lacoss, Special Issue on Automatic Target Recognition, The Lincoln Laboratory Journal, vol. 6, no. 1, 1993.
5. D. P. Kottke, J. K. Fwu, and Kathy Brown, "Hidden Markov modeling for automatic target recognition," Proc. Asilomar Conf. on Signals, Systems, and Computers, in press, Nov. 1997.
6. L. R. Rabiner, "A tutorial on hidden markov models and selected applications in speech recognition," Proc. of the IEEE, vol. 77, pp. 257-286, 1989.
7. F. S. Samaria, "Face recognition using hidden Markov models," Ph.D. Dissertation, University of Cambridge, 1994.
8. M.-Y. Chen, A. Kundu, and S. N. Srihari, "Variable duration hidden Markov model and morphological segmentation for handwritten word recognition," IEEE Trans. IP, vol. 4, pp. 1675-1688, 1995.
9. Y. He and A. Kundu, "Two dimensional shape classification using hidden Markov models", IEEE Trans. PAMI, vol. 13, pp. 1172-1184, 1991.
10. W. Burger and B. Bhanu, "Signal-to-symbol conversion for structural object recognition using hidden Markov models," Proc. Image Understanding Workshop, pp. 1287-1291, 1994.
11. C. Nilubol, Q. H. Pham, R. M. Mersereau, M. J. T. Smith, and M. A. Clements, "Hidden Markov modeling for SAR automatic target recognition," submitted to 1998 Intl. Conference on Acoustics, Speech and Signal Processing.
12. J. Besag, "On the statistical analysis of dirty pictures," Journal of the Royal Statistical Society, ser. B 48 no.3, pp. 259-302, 1986.
13. N. S. Friedland and B. J. Rothwell, "A "PTBS" Segmentation Scheme for Synthetic Aperture Radar," Signal Processing, Sensor Fusion, and Target Recognition IV, SPIE-Vol. 2484, pp. 476-493, 1995.
14. R. C. Dubes, A. K. Jain, S. G. Nadabar, and C. C. Chen, "MRF model-based algorithms for image segmentation," IEEE Conf. on Pattern Recognition, pp. 808-814, 1990.
15. J. Park and L. Kurz, "Image enhancement using the modified ICM," IEEE. Trans. Image Proc., vol. 5, no. 5, May, 1996.
16. "MSTAR (Public) Targets: T-72, BMP-2, BTR-70, SLICY SAR Image Database," Wright Laboratory's Algorithm Integration Branch, http://www.mbvlab.wpafb.af.mil/public/MBVDATA.
17. J. K. Fwu and P. M. Djurić, "Unsupervised vector image segmentation by a tree structure - ICM algorithm," IEEE Trans. Med. Imag., vol. 15, pp. 871-880, 1996.
18. P. D. Fiore, D. P. Kottke, J-K. Fwu, "A design for real-time ICM segmentation," submitted to 1998 Intl. Conference on Image Processing.
19. "The programmable logic data book," Xilinx Corporation, also http://www.xilinx.com.