Target classification with data from multiple sensors

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4728, Issue , 2002, Pages 377-393

  Drummond, Oliver E ^a  

^a CyberRnD Inc   (United States)

Author keywords

Automa tic target recognition (ATR); Bayesian methods; Classification; Detection; Discrimination; Features; Identification; Kalman filter; Multiple models; Multiple target tracking; Recognition; Target typing

Indexed keywords

AUTOMATIC TARGET RECOGNITION; KALMAN FILTERING; RADAR TARGET RECOGNITION; RADAR TRACKING;

BAYESIAN METHODS;

SENSORS;

EID: 0036454720     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.478519     Document Type: Conference Paper

References (16)

1. Drummond, O.E., Multiple Target Tracking Lecture Notes, (a sequence of editions since 1985), Technical Book Company, 2056 Westwood Blvd., Los Angeles, CA 90025, 2002.
2. Drummond, O.E., Target Tracking, Wiley Encyclopedia of Electrical and Electronics Engineering, Vol. 21, pp. 377-391, 1999.
3. Blackman, S.S., Multiple Target Tracking With Radar Applications, Denham, MA: Artech House, 1986.
4. Bar-Shalom, Y. and X.R. Li, Estimation and Tracking: Principles, Techniques and Software, Boston: Artech House, 1993.
5. Bar-Shalom, Y. and X.R. Li, Multitarget-Multisensor Tracking: Principles and Techniques, Los Angeles: OPAMP Tech. Books, 1995.
6. Blackman, S.S. and R.F. Popoli, Design and Analysis of Modern Tracking Systems, Norwood, MA: Artech House, 1999.
7. Drummond, O.E., (ed.), "Introduction, Signal and Data Processing of Small Targets 1997," Proc. SPIE, 3163, p. ix, 1997.
8. Drummond, O.E., "Target Tracking With Retrodicted Discrete Probabilities," Signal and Data Processing of Small Targets 1997, Proc. SPIE Vol. 3163,pp. 249-268, 1997.
9. Drummond, O.E., "On Features and Attributes in Multisensor, Multitarget Tracking," Proceedings of The 2nd International Conference on Information Fusion (FUSION'99), July 1999, Sunnyvale, CA, pp. 1045-1053.
10. Drummond, O.E., "Feature, Attribute, and Classification Aided Target Tracking," Signal and Data Processing of Small Targets 2001, Proc. SPIE Vol. 4473, pp. 542-558, 2001.
11. Drummond, O.E., X. Rong Li, Chen He, "Comparison of Various Static Multiple-Model Estimation Algorithms," Signal and Data Processing of Small Targets 1998, SPIE Proc. Vol. 3373, 1998, pp. 510-527.
12. Magill, D.T., "Optimal adaptive estimation of sampled stochastic processes," IEEE Trans. Aurora. Control, AC-10 (4), pp. 434-439, 1965.
13. Sims, F.L. and D.G. Lainiotis, "Recursive algorithm for the calculation of the adaptive Kalman filter weighting coefficients," IEEE Trans. Aurora. Control, AC-14 (2), pp. 215-217, 1969.
14. Tsai, M., and M. Zimmer, "An Architectural Approach to Achieving Robust Radar Classifier Performance," MSS MD-SEA Conference, Monterey, CA, 2000.
15. Drummond, O.E., D.A. Castanon, and M.S. Bellovin, "Comparison of 2-D Assignment Algorithms for Sparse, Rectangular, Floating Point, Cost Matrices," Journal of the SDI Panels on Tracking, Institute for Defense Analyses, Alexandria, VA, Issue No. 4/1990, 15 Dec. 1990, pp. 4-81 to 4-97.
16. Drummond, O.E., "On Track and Tracklet Fusion Filtering," Signal and Data Processing of Small Targets 2002, Proc. SPIE Vol. 4728, (to be published) 2002.