Attributes in tracking and classification with incomplete data

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5428, Issue , 2004, Pages 476-496

  Drummond, Oliver E ^a  

^a CyberRnD Inc   (United States)

Author keywords

Attributes; Bayesian methods; Categorical features; Feature aided tracking; Features; Kalman filter; Multiple models; Multiple target tracking

Indexed keywords

DECISION MAKING; KALMAN FILTERING; PATTERN RECOGNITION; PROBABILITY; SAMPLING; TRACKING (POSITION);

ATTRIBUTES; BAYESIAN METHODS; CATEGORICAL FEATURES; FEATURE AIDED TRACKING; MULTIPLE MODELS; MULTIPLE TARGET TRACKING;

TARGETS;

EID: 8844263901     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.548356     Document Type: Conference Paper

References (13)

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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: OP AMP 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, 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., " Integration of Features and Attributes into Target Tracking," Signal and Data Processing of Small Targets, 2000, SPIE Proc. Vol. 4048, 2000, pp. 610-621.
12. Drummond, O.E., "Classification of Multiple Targets with Attribute Data from Distributed Sensors," Proceedings of Workshop on Signal Processing, Communications, Chaos and Systems: A Tribute to Rabinder N. Madan, Newport, Rhode Island, pp. 97-106, 2002.
13. Drummond, O.E., "Target Classification with Data from Multiple Sensors," Signal and Data Processing of Small Targets 2002, Proc. SPIE Vol. 4728, pp. 377-393, 2002.