Sensor feature fusion for detecting buried objects

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 1942, Issue , 1993, Pages 178-188

  Clark, Gregory A ^a   Sengupta, Sailes K ^a   Sherwood, Robert J ^a   Hernandez, Jose E ^a   Buhl, Michael R ^a   Schaich, Paul C ^a   Kane, Ronald J ^a   Barth, Marvin J ^a   DelGrande, Nancy K ^a  

^a LAWRENCE LIVERMORE NATIONAL LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BOMBS (ORDNANCE); FEATURE EXTRACTION; GEOLOGICAL SURVEYS; GEOPHYSICAL PROSPECTING; GROUND PENETRATING RADAR SYSTEMS; IMAGE ENHANCEMENT; INFRARED DETECTORS; INFRARED DEVICES; MACHINE LEARNING; OBJECT DETECTION; RESEARCH LABORATORIES; SUPERVISED LEARNING; SYNTHETIC APERTURES; AIRCRAFT; MINES; SENSORS; UNDERGROUND EQUIPMENT;

DUAL-BAND INFRARED; FEATURE INFORMATION; FEATURE SELECTION ALGORITHM; GROUND PENETRATING RADAR; GROUND PENETRATING RADAR (GPR); IMPORTANT FEATURES; OPERATIONAL PROBLEMS; PATTERN CLASSIFIER;

LANDMINE DETECTION; INFRARED IMAGING;

BURIED OBJECTS; SENSOR FEATURE FUSION;

EID: 0027814007     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.160338     Document Type: Conference Paper

References (25)

1. G. Wolberg, Digital Image Warping, IEEE Computer Society Press, 1990.
2. W. K. Pratt, Digital Image Processing, 2nd Edition, Wiley, pp. 559-561.
3. R. M. Welch, K. Kuo, S. K. Sengupta, "Cloud and Surface Textural Features in Polar Regions", IEEE Trans. Geoscience and Remote Sensing, vol. 28, No. 4, pp. 520-528, July 1990.
4. T. Y. Young and K. S. Fu, Handbook of Pattern Recognition and Image Processing, Academic Press, 1986.
5. R. P. Lippmann, "An Introduction to Computing with Neural Nets, " IEEE ASSP Magazine, April, 1987, pp. 4-22.
6. D. E. Specht, "Probabilistic Neural Networks, " Neural Networks, Vol. 3, pp. 109-118, 1990.
7. N. K. Del Grande, G. A. Clark, P. F. Durbin, D. J. Fields, J. E. Hernandez, and R. J. Sherwood, "Buried Object Remote Detection Technology for Law Enforcement, " SPIE Orlando '91 Symposium, Orlando, Florida, April 1-5, 1991.
8. G. A. Clark, J. E. Hernandez, N. K. Del Grande, R. J. Sherwood, S.-Y. Lu, and P. F. Durbin, "Computer Vision for Locating Buried Objects, " Twenty-Fifth Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, November 4-6, 1991.
9. "Airborne Detection of Buried Minefields, " Energy and Technology Review, Lawrence Livermore National Laboratory, December, 1991.
10. J. E. Hernandez, Shin-Yee Lu, R. J. Sherwood, G. A. Clark, and B. S. Lawver, "A Signal and Image Processing Object- Based System Using CLOS, " Lawrence Livermore National Laboratory rpt. UCRL-JC-108409, October 28-November 1, 1991. \end{thebibliography}
11. Hu, M. K., 1962. Visual Pattern Recognition by Moment Invariants, IRE Trans. Info. Theory, vol. IT-8, pp. 179-187.
12. Devijver, P. A. and J. Kittler, 1982. Pattern Recognition: A Statistical Approach. Prentice Hall, Englewood Cliffs.
13. Narendra, P. and K. Fukunuga, 1977. A Branch and Bound Algorithm for Feature Subset Selection, IEEE Trans. Comp., vol. C-26, no. 9, Sept. 1977, pp 917-922.
14. Specht, D., 1990b. PNN and Polynomial Adaline as Complementary Techniques for Classification, IEEE Trans. Neural Networks, vol. 1, pp 111-121.
15. Cacoullos, T., 1966. Estimation of a Multivariate Density, Annals of the Institute of Statistical Mathematics (Tokyo), vol. 18(2), pp. 179-198.
16. Murthy, V. K. 1965. Estimation of Probability Density, Annals of Mathematical Statistics, vol. 36, pp. 1027-1031.
17. Murthy, V. K., 1966. Nonparametric Estimation of Multivariate Densities with Applications, in P. R. Krishnaiah (Ed.), Multivariate Analysis (pp. 43-58), New York: Academic Press.
18. Parzen, E., 1962. On Estimation of a Probability Density Function and Mode, Annals of Mathematical Statistics, vol. 33, pp. 1065-1076.
19. Rumelhart, D. E., J. L. McClelland and the PDP Research Group, 1986. Parallel Distributed Processing: Explorations in the Microstructure of Cognition, I & II, Cambridge, MA: MIT Pr. 611 pp.
20. Hand, D. J., 1981. Discrimination and Classification, New York, L. Wiley and Sons, pp. 218.
21. A. K. Jain, Fundamentals of Digital Image Processing. Prentice Hall, 1989.
22. Gonzales, Rafael C. and Wintz, Paul., Digital Image Processing, second edition. Addison-Wesley Publishing Company, 1987.
23. Hall, Ernest L., Computer Image Processing and Recognition. Academic Press, 1979.
24. Rosenfeld, Azriel and Kak, Avinash C, Digital Picture Processing. Academic Press, 1976.
25. J. E. Hernandez, "Detecting and Locating Bu ried Mines from Du al-Band IR Data: A Statistical Pattern Recognition Approach, Lawrence Livermore National Laboratory Report (in preparation).