Detection and discrimination of land mines based on edge histogram descriptors and fuzzy K-nearest neighbors

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2006, Pages 1494-1499

  Frigui, Hichem ^a   Gader, Paul ^b  

^a University of Louisville   (United States)

^b University of Florida   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; FUZZY SETS; GEOGRAPHIC INFORMATION SYSTEMS; GROUND PENETRATING RADAR SYSTEMS; THREE DIMENSIONAL;

EDGE HISTOGRAM DESCRIPTORS; FALSE ALARMS; LAND MINE DETECTION;

EXPLOSIVES;

EID: 34250711725     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2006.1681906     Document Type: Conference Paper

References (20)

1. "Landmines, mine action news from the united nations, vol. 3.2, fourth quarter 1998,".
2. "Hidden killers: The global landmine crisis, united states department of state report, publication no. 10575, sept. 1998,".
3. T. R. Witten, "Present state of the art in ground-penetrating radars for mine detection," in SPIE Conf Detection and Remediation Technologies for Mines and Minelike Targets III, Orlando FL, 1998, pp. 576-586.
4. P. D. Gader, H. Frigui, B. Nelson, G. Vaillette, and J. M. Keller, "New results in fuzzy set based detection of landmines with gpr," in Detection and Remediation Technologies for Mines and Minelike Targets IV, Orlando FL, 1999, pp. 1075-1084.
5. D. Carevic, "Clutter reduction and target detection in ground penetrating radar data using wavelets," in SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets IV, Orlando FL, 1999, pp. 973-978.
6. D. Carevic, "Kalman filter-based approach to target detection and target-background separation in ground-penetrating radar data," in SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets IV, Orlando FL, 1999, pp. 1284-1288.
7. A. Gunatilaka and B. A. Baertlein, "Subspace decomposition technique to improve GPR imaging of anti-personnel mines," in SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets V, Orlando FL, 200.
8. H. Brunzell, "Detection of shallowly burried objects using impulse radar," IEEE Trans. Geoscience and Remote Sensing, vol. 37, pp. 875-886, 1999.
9. S. Yu, R. K. Mehra, and T. R. Witten, "Automatic mine detection based on ground penetrating radar," in SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets IV, Orlando FL, 1999, pp. 961-972.
10. H. Frigui, K. satyanarayana, and P. Gader, "Detection of land mines using fuzzy and possibilistic membership functions," in proceedings of the IEEE Conference on Fuzzy Systems, Saint Louis, Missouri, 2003.
11. P. Gader, M. Mystkowski, and Y. Zhao, "Landmine detection with ground penetrating radar using hidden markov models," IEEE Trans. Geoscience and Remote Sensing, vol. 39, pp. 1231-1244, 2001.
12. H. Frigui, K. C. Ho, and P. Gader, "Real-time land mine detection with ground penetrating radar using discriminative and adaptive hidden markov models," EURASIP Journal on Applied Signal Processing, vol. 12, pp. 1867-1885, 2005.
13. P. Gader, B. Nelson, H. Frigui, G. Vaillette, and J. Keller, "Fuzzy logic detection of landmines with ground penetrating radar," Signal Processing, special issue on fuzzy logic in signal processing, vol. 80, pp. 1069-1084, 2000.
14. P. Gader, W. H. Lee, and J. N. Wilson, "Detecting landmines with ground penetrating radar using feature-based rules, order statistics, and adaptive whitening," (accepted for publication).
15. P. A. Torrione, C. S. Throckmorton, and L. M. Collins, "Performance of an adaptive feature-based processor for a wideband ground penetrating radar system," (in press).
16. B. S. Manjunath, P. Salembier, and T. Sikora, Introduction to MPEG 7: Multimedia Content Description Language, John Wiley, 2002.
17. T. Kohonen, Self-Organization and Associative Memory, Springer Verlag, 1989.
18. J. C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum Press, New York, 1981.
19. J. M. Keller, M. R. Gray, and J. A. Givens, "A fuzzy k-nearest neighbor algorithm," IEEE Trans. systems, Man, and Cybernetics, vol. 15, no. 4, pp. 580-585, 1985.
20. P. Gader, R. Grandhi, W. Lee, J. Wislon, and D. Ho, "Feature analysis for the NIITEK ground-penetrating radar using order-weighted averaging operators for landmine detection," in SPIE Conf. Detection and Remediation Technologies for Mines and Minelike Targets, 2004.