Fidelity score for ATR performance modeling

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5808, Issue , 2005, Pages 383-394

  Blasch, Erik ^a   Lavely, Eugene ^b   Ross, Tim ^a  

^a AIR FORCE RESEARCH LABORATORY   (United States)

^b BAE SYSTEMS   (United States)

Author keywords

ATR; Fidelity score; Performance modeling; SAR

Indexed keywords

DYNAMIC SENSORS; PERFORMANCE MODELING; QUALIFICATION TESTING;

ALGORITHMS; COMPUTATIONAL COMPLEXITY; DATABASE SYSTEMS; MATHEMATICAL MODELS;

AUTOMATIC TARGET RECOGNITION;

EID: 27544454994     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.604254     Document Type: Conference Paper

References (14)

1. Kuehl, R., Design of Experiments: Statistical Principles of Research Design & Analysis, Duxbury Press; 1999.
2. Ross, T.D., L. A. Westerkamp, R. L. Dilsavor, J. C. Mossing, "Performance Measures for Summarizing Confusion Matrices - The AFRL COMPASE Approach" in Proc. of SPIE - 4727, April 2002.
3. Blasch, E., M. Pribilski, B. Daughtery, B. Roscoe, & J. Gunsett, "Fusion metrics for dynamic situation analysis", Proc. SPIE 2004.
4. Lavely, E. M., "Feature association and occlusion model estimation for synthetic aperture radar" Proc. SPIE 5427, 2004.
5. Blasch, E. P, J. J. Westerkamp, L. Hong, J. R. Layne, F. D. Garber, and A. K. Shaw, " Identifying moving HRR signatures with an ATR belief data association filter," Proc. SPIE Int. Soc. Opt. Eng. 4053, 2000.
6. Pierson, W. E, Jr and T. D. Ross, "Automatic target recognition (ATR) evaluation theory: a survey" Proc. SPIE 4053, 2000.
7. Waltz, E. L. and J. Llinas, Multi-Sensor Data Fusion, Artech House, Norwood, MA, 1990.
8. Blasch, E. P. "Performance metrics for fusion evaluation", Nat. Symp. On Sensor and Data Fusion, 2003.
9. Lavely, E. & P. Weichman, "Model-based and data-based approaches for ATR performance prediction," Proc. SPIE. 5095, 2003.
10. Blasch, E. P, "Information-theory-based feature-aided tracking and identification algorithm for tracking moving and stationary targets through high turn maneuvers using fusion of SAR and HRR information," Proc. SPIE. 4727, 2002.
11. Hanley, J.A. "Receiver Operating Characteristic (ROC) Curves", in Ency. of Biostaiistics, Eds. P. Armitage & T. Colton. 1999.
12. David Donoho, Mark Duncan, Xiangohmo Huo, Ofer Levi-Tsabari, About Wavelab
13. Schwab, M.: Karrenbach, N.; & Claerbout, J; "Making scientific computations reproducible" Computing in Science & Engineering, Vol. 2, Issue 6, Nov.-Dec., pp.61-67, 2000.
14. Ross, T.D., "ATR Theory Issues," in Proc. of SPIE, April 2004.