Multi-aspect discrimination of underwater mine-like object objects using hidden Markov models

Oceans Conference Record (IEEE)

Volumn 1, Issue , 2002, Pages 46-53

  Salazar, Jaime ^a   Robinson, Marc ^a   Azimi Sadjadi, Mahmood R ^a  

^a Department of Mechanical Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROCESSES; MATHEMATICAL MODELS; RADAR CLUTTER; RADAR TARGET RECOGNITION; SPEECH RECOGNITION;

HIDDEN MARKOV MODELS (HMM);

UNDERWATER ACOUSTICS;

EID: 0037971894     PISSN: 01977385     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. M. R. Azimi-Sadjadi, D. Yao and A. A. Jamshidi, "Underwater Target Classification in Changing Environments using Adaptive Feature Mapping Schemes," to appear in IEEE Trans., on Neural Networks.
2. L. R. Rabiner "A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition," Proceedings of the IEEE, vol. 77, No. 2, pp. 257-286, Feb. 1989.
3. H. Bourlard and C.J. Wellekens, "Links between Markov models and multilayer perceptrons," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 12, pp. 1167-1178, Dec. 1990.
4. S. Renals et al., "Connectionist Probability Estimators in HMM Speech Recognition," IEEE Transactions on Speech and Audio Processing, vol.2, No.1, Part II, pp. 161-174, Jan. 1994
5. L. Xu and M.R. Azimi-Sadjadi "Parameter Estimation for Two-Dimensional Vector Models Using Neural Networks," IEEE Transactions on Signal Processing, vol. 43, No. 12, pp. 3090-3094 Dec. 1995.
6. J. Salazar, M. Robinson and M.R. Azimi-Sadjadi "Multi-Aspect Pattern Classification Using Predictive Networks and Error Mapping," Proceedings of the 2002 IEEE International Joint Conference on Neural Networks, vol. 2, pp. 1842-1847, May 2002.
7. ARL-UT Lake Travis Facility, Target Data Acquisition Setup.
8. P. Devijver and J. Kittler, Pattern recognition: a statistical approach, Prentice-Hall, 1982.
9. S. G. Mallat A Wavelet Tour of Signal Processing, Academic Press, 1998.
10. M. Vetterli and J. Kovacevic, Wavelets and Sub-Band Coding, Prentice-Hall, 1995.
11. I. Daubechies Ten Lectures on Wavelets, Philadelphia, PA : Society for Industrial and Applied Mathematics, CBMS-NSF regional conference series in applied mathematics, 1992.
12. P.K. Bharadwaj, P.R. Runkle and L. Carin "Target Identification with Wave-Based Matched Pursuits and Hidden Markov Models," IEEE Transactions on Antennas and Propagation vol.47, No. 10, pp. 1543-1554 Oct. 1999.