The use of the mean squared error matching metric in a model-based automatic target recognition system

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3370, Issue , 1998, Pages 360-368

  Stanhope, Stephen A ^a   Keydel, Eric ^a   Williams, Wayne ^a   Rajlich, Vasik ^a   Sieron, Russ ^a  

^a ERIM International   (United States)

Author keywords

Model Based Automatic Target Recognition; MSTAR Program; Pattern Recognition

Indexed keywords

DATA REDUCTION; ERROR ANALYSIS; MATHEMATICAL MODELS; PROBABILITY DENSITY FUNCTION; SYNTHETIC APERTURE RADAR;

AUTOMATIC TARGET RECOGNITION SYSTEMS;

AUTOMATIC TARGET RECOGNITION;

EID: 0000199226     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.321840     Document Type: Conference Paper

References (21)

1. Ratches, J. et al., "Aided and Automatic Target Recognition Based Upon Sensory Inputs from Image Forming Systems", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 19, No. 9, pp. 1004-1019, 1997.
2. Verly, J. et al., "Machine Intelligence Technology for Automatic Target Recognition", The Lincoln Laboratory Journal, Vol. 2, No. 2, pp. 277-307, 1989.
3. Keydel, E. et al, "Signature Prediction For Model-Based Automatic Target Recognition", Algorithms for Synthetic Aperture Radar III, Zelnio, E. and Douglass, R. (editors), Proceedings of the SPIE 2757, pp. 306-318, 1996.
4. Keydel, E. et al., "MSTAR Extended Operating Condidtions: A Tutorial", Algorithms for Synthetic Aperture Radar III, Zelnio, E. and Douglass, R. (editors), Proceedings of the SPIE 2757, pp. 228-242, 1996.
5. Keydel, E. et al., "Modeling Image and Feature Uncertainties in Model-Based SAR Prediction", Sixth Automatic Target Recognizer Systems and Technology Conference, Huntsville, AL, USA, 1997.
6. Bhalla, R. et al.,"Three-Dimensional scattering center extraction using the shooting and bouncing ray technique", IEEE Trans. Antennas and Propagation, Vol. 37, No. 11, pp. 1445-1453, 1996.
7. Bhalla, R. et al., "A Global Scattering Center Representation of Complex Targets Using the Shooting and Bouncing Ray Technique", IEEE Trans. Antennas and Propagation, Vol. 45, No. 12, pp. 1850-1856, 1997.
8. Meyers, B. et al., Signature Prediction, Wright Patterson AFB Technical Report TR 5417-3, Dayton, OH, USA, 1992.
9. Maffett, A., Topics for a Statistical Description of Radar Cross Section, New York, NY: John Wiley & Sons, 1989.
10. th Int. Geosci. Remote Sensing Symposium, Vancouver, BC, Canada, 1989.
11. Maffett, A. et al., "The Modified Beta Density Function as a Model for Synthetic Aperture Radar Clutter Statistics", IEEE Trans. Geoscience and Remote Sensing, Vol. 29, No. 2, pp. 277-283, 1991.
12. Keydel, E. et al., Target Variant Models, Mobile and Stationary Target Acquisition and Recognition (MSTAR) Program Major Demonstration II: Poster Presentation, Boston, MA, USA, 1997.
13. Veda, Inc., MSTAR Public Data Sets, http://www.mbvlab.wpafb.af.mil/public/MBVDATA/, 1998.
14. Dilsavor, R., Relationships between Squared Error and Correlation Metrics, MSTAR Technical Report, 1997.
15. Novak, L. et al., "Classifier Performance Using Enhanced Resolution SAR Data", IEE Radar Conference, Edinburgh, UK, 1997.
16. Novak, L. et al., Performance of a 20-Target MSE Classifier, Lincoln Laboratories Project Report STD-84, Boston, MA, USA, 1997.
17. Ettinger, G. et al., "A probabilistic optimization approach to SAR feature matching", Algorithms for Synthetic Aperture Radar III, Zelnio, E. and Douglass, R. (editors), Proceedings of the SPIE 2757, pp. 318-329, 1996.
18. Dudgeon, D. et al., "Use of persistent scatterers for model-based recognition", Algorithms for Synthetic Aperture Radar, Giglio, D. (editor), Proceedings of the SPIE 2230, pp. 356-369, 1994.
19. Dilsavor, R., Production Parameter Study for Scattering Center Extraction, MSTAR Technical Report, 1996.
20. Keydel, E., "Computing A Probability Of Detection For SAR Features", Proc. Evidential Accrual For Synthetic Aperture Radar Automatic Target Recognition Workshop, USAF Wright Laboratory and USAF Office of Scientific Research, 1993.
21. Ikeuchi, K. et al., "Model-Based SAR ATR System", Algorithms for Synthetic Aperture Radar III, Zelnio, E. and Douglass, R. (editors), Proceedings of the SPIE 2757, pp. 376-387, 1996.