Adaptive whitening filters for small target detection

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 1698, Issue , 1992, Pages 21-31

  Soni, Tarun ^a   Zeidler, James R ^a,b   Ku, Walter H ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b Naval Command   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERS; CLUTTER (INFORMATION THEORY); DATA HANDLING; INFRARED DETECTORS; MATCHED FILTERS; PATTERN MATCHING; RADAR CLUTTER; WHITE NOISE;

ADAPTIVE WHITENING; BACKGROUND CLUTTER; CONVENTIONAL MATCHED FILTER; DETECTION SYSTEM; INFRA-RED SENSOR; LEAST MEAN SQUARES; SIGNAL OF INTERESTS; SMALL TARGET DETECTION;

ADAPTIVE FILTERING;

EID: 2642667336     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.139383     Document Type: Conference Paper

References (27)

1. A. K. Jain, Fundamentals of Digital Image Processing. Englewood Cliffs, NJ.: Prentice Hall, 1989.
2. A. K. Jain, "Advances in Mathematical Models for Image Processing", Proceedings of the IEEE, vol. 69, pp. 502-528, 1981.
3. C. W. Therrien, T. F. Quatieri, and D. E. Dudgeon, "Statistical Model-Based Algorithms for Image Analysis", Proceedings of the IEEE, vol. 74, pp. 532-551, Apr. 1986.
4. R. Nitzberg, E. H. Takken, D. Friedman, and A. F. Milton, "Spatial Filtering Techniques for IR Sensors", in Proc. of SPIE, Technical Symposium on Smart Sensors, vol. 178, 1979.
5. E. H. Takken, D. Friedman, A. F. Milton, and R. Nitzberg, "Least-mean-square Spatial Filter for IR Sensors", Applied Optics, vol. 18, no. 24, pp. 4210-4222, 1979.
6. M. S. Longmire and E. H. Takken, "LMS and Matched Digital Filters for Optical Clutter Suppression", Applied Optics, vol. 27, no. 6, pp. 1141-1159, 1988.
7. J. Y. Chen and I. S. Reed, "A Detection Algorithm for Optical Targets in Clutter", IEEE Transactions on Aerospace and Electronic Systems, vol. 23, no. 1, pp. 46-59, 1987.
8. D. Wang, "Adpative Spatial/Temporal/Spectral Filters for Background Clutter Suppression and Target Detection", Optical Engineering, vol. 21, pp. 1033-1038, Dec. 1982.
9. A. Adridges, G. Cook, S. Mansur, and K. Zonca, "Correlated Background Adaptive Clutter Suppression and Normalisation Techniques", in Proc. of SPIE, Multispectral Image processing and Enhancement, vol. 933, 1988.
10. L. E. Hoff, J. R. Evans, and L. E. Bunney, "Detection of Targets in Terrain Clutter by Using Multispectral Infrared Image Processing", Technical Report for Naval Ocean Systems Center, Dec. 1990.
11. R. Fries, M. Koligman, D. Robbins, M. Ringler, and R. Caldwell, "Spatial Temporal Clutter Suppression Study", Final Technical Report for Naval Ocean Systems Center, vol. 1, code 762, Aug. 1989.
12. J. R. Zeidler, "Performance analysis of LMS Adaptive Prediction filters", Proceedings of the IEEE, vol. 78, pp. 1781-1806, Dec. 1990.
13. J. T. Rickard, J. R. Zeidler, M. J. Dentino, and M. Shensa, "A Performance Analysis of Adaptive Line Enhancer-Augmented Spectral Detectors", IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-29, pp. 694-701, June 1981.
14. L. Milstein, "Interference Rejection Techniques in Spread Spectrum Communications", Proceedings of the IEEE, vol. 76, pp. 657-671, June 1988.
15. G. A. Clark and P. W. Rodgers, "Adaptive Prediction Applied to Seismic Event Detection", Proceedings of the IEEE, vol. 69, pp. 1166-1168, Sep. 1981.
16. M. M. Hadhoud and D. W. Thomas, "The Two-Dimensional Adaptive LMS (TDLMS) Algorithm", IEEE Transactions on Circuits and Systems, vol. 35, no. 5, pp. 485-494, 1988.
17. T. Soni, B. D. Rao, J. R. Zeidler, and W. H. Ku, "Signal Enhancement in Noise and Clutter Corrupted Images Using Adaptive Predictive Filtering Techniques", in Proc. of SPIE, Adaptive Filters, 1991.
18. C. W. Helstrom, Statistical Theory of Signal Detection. Oxford, England: Pergamon, 1968.
19. S. Haykin, Adaptive Filter Theory. Englewood Cliffs, NJ: Prentice-Hall, 1985.
20. T. Soni, B. D. Rao, J. R. Zeidler, and W. H. Ku, "Enhancement of Images Using the 2-D LMS Adaptive Algorithm", in Proceedings IEEE International Conf on Acoustics Speech and Signal Processing, vol. 4, (Toronto, Canada), pp. 3029-3032, April 1991.
21. A. Margalit, L. S. Reed, and R. M. Gagliardi, "Adaptive Optical Target Detection Using Correlated Images", IEEE Transactions on Aerospace and Electronic Systems, vol. 21, pp. 394-405, May 1985.
22. H. Wang and L. Cai, "On Adaptive Multiband Signal Detection with the SMI Algorithm", IEEE Transactions on Aerospace and Electronic Systems, vol. 26, pp. 768-773, May 1990.
23. L. Cai and H. Wang, "Performance Comparisons of the Modified SMI and GLR Algorithms", IEEE Transactions on Aerospace and Electronic Systems, vol. 27, pp. 487-491, Mar. 1991.
24. H. Wang and L. Cai, "On Adaptive Multiband Signal Detection with the GLR Algorithm", IEEE Transactions on Aerospace and Electronic Systems, vol. 27, pp. 225-233, Feb. 1991.
25. I. S. Reed, R. M. Gagliardi, and L. B. Stotts, "A Recursive Moving-Target-Indication Algorithm for Optical Image Sequences", IEEE Transactions on Aerospace and Electronic Systems, vol. 26, pp. 434-439, May 1990.
26. T. Soni, J. R. Zeidler, and W. H. Ku, "Recursive Estimation Techniques for Detection of Small Objects in Infrared Image Data", in Proceedings IEEE International Conf on Acoustics Speech and Signal Processing, vol. 3, (San Francisco, USA), pp. 581-584, March 1992.
27. E. Eleftheriou and D. D. Falconer, "Tracking Properties and Steady State Performance of RLS Adaptive Filter Algorithms", IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-34, pp. 1097-1110, Dec. 1986.