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Volumn , Issue , 2003, Pages 228-233

Neural networks trained by scattered electromagnetic data for GPR applications

Author keywords

Buried object detection; Data mining; Dielectrics; Electromagnetic fields; Electromagnetic scattering; Electromagnetic transients; Ground penetrating radar; Inverse problems; Neural networks; Time domain analysis

Indexed keywords

DATA MINING; DIELECTRIC MATERIALS; DIELECTRIC PROPERTIES; ELECTROMAGNETIC FIELDS; GEOLOGICAL SURVEYS; INVERSE PROBLEMS; NEURAL NETWORKS; OBJECT DETECTION; PERMITTIVITY; RADAR; TIME DOMAIN ANALYSIS; TRANSIENTS;

EID: 4043131801     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AGPR.2003.1207324     Document Type: Conference Paper
Times cited : (13)

References (11)
  • 1
    • 0027541294 scopus 로고
    • Numerical electromagnetic inverse-scattering solutions for two-dimensional infinite dielectric cylinders buried in a lossy half-space
    • Feb
    • S. Caorsi, G. Gragnani and M. Pastorino, "Numerical electromagnetic inverse-scattering solutions for two-dimensional infinite dielectric cylinders buried in a lossy half-space", IEEE Trans. on Microwave Theory and Techniques, vol. 41, no. 2, pp. 352-356, Feb. 1993.
    • (1993) IEEE Trans. on Microwave Theory and Techniques , vol.41 , Issue.2 , pp. 352-356
    • Caorsi, S.1    Gragnani, G.2    Pastorino, M.3
  • 2
    • 0026384343 scopus 로고
    • Inverse scattering an iterative numerival method for electromagnetic imaging
    • Dec
    • N. Joachimwicz, C. Pichot and J. P. Hugonin,"Inverse scattering an iterative numerival method for electromagnetic imaging", IEEE Trans. on Antennas and Propagation, vol. 39, no. 12, pp. 1742-1753, Dec. 1991.
    • (1991) IEEE Trans. on Antennas and Propagation , vol.39 , Issue.12 , pp. 1742-1753
    • Joachimwicz, N.1    Pichot, C.2    Hugonin, J.P.3
  • 3
    • 0031118278 scopus 로고    scopus 로고
    • A new regularization scheme for inverse scattering problems
    • April
    • P. Lobel, C. Pichot, L. Blanc-Feraud, M. Barlaud, "A new regularization scheme for inverse scattering problems", Inverse Problems, vol. 13, pp. 403-410, April 1997.
    • (1997) Inverse Problems , vol.13 , pp. 403-410
    • Lobel, P.1    Pichot, C.2    Blanc-Feraud, L.3    Barlaud, M.4
  • 4
    • 0034227027 scopus 로고    scopus 로고
    • A computational technique based on a real-coded genetic algorithm for microwave imaging purposes
    • July
    • S. Caorsi, A. Massa and M. Pastorino, "A computational technique based on a real-coded genetic algorithm for microwave imaging purposes", IEEE Trans. on Geoscience and remote Sensing, vol. 38, no. 4, pp. 1697-1708, July 2000.
    • (2000) IEEE Trans. on Geoscience and Remote Sensing , vol.38 , Issue.4 , pp. 1697-1708
    • Caorsi, S.1    Massa, A.2    Pastorino, M.3
  • 5
    • 0033097964 scopus 로고    scopus 로고
    • Electromagnetic detection of dielectric cylinders by a neural network approach
    • March
    • S. Caorsi and P. Gamba, "Electromagnetic detection of dielectric cylinders by a neural network approach", IEEE Trans. on Geoscience and Remote Sensing, vol. 37, no. 2. pp. 820-827, March 1999.
    • (1999) IEEE Trans. on Geoscience and Remote Sensing , vol.37 , Issue.2 , pp. 820-827
    • Caorsi, S.1    Gamba, P.2
  • 6
    • 0035281043 scopus 로고    scopus 로고
    • A neural-network approach to the electromagnetic imaging of elliptic conducting cylinders
    • March
    • R. Mydur and K. A. Michalski,"A neural-network approach to the electromagnetic imaging of elliptic conducting cylinders", Microwave and Optical Technology Letters, vol. 28, no. 5, pp. 303-306, March 2001.
    • (2001) Microwave and Optical Technology Letters , vol.28 , Issue.5 , pp. 303-306
    • Mydur, R.1    Michalski, K.A.2
  • 7
    • 84887414460 scopus 로고    scopus 로고
    • An inverse scattering approach based on a neural network technique for the detection of dielectric cylinders buried in a lossy half-space
    • E. Bermani, S. Caorsi and M. Raffetto, "An inverse scattering approach based on a neural network technique for the detection of dielectric cylinders buried in a lossy half-space", PIER, vol. 26, pp. 69-90, 2000.
    • (2000) PIER , vol.26 , pp. 69-90
    • Bermani, E.1    Caorsi, S.2    Raffetto, M.3
  • 8
    • 0036760570 scopus 로고    scopus 로고
    • Microwave detection and dielectric characterization of cylindrical objects from amplitude-only data by means of neural networks
    • Sept
    • E. Bermani, S. Caorsi and M. Raffetto, "Microwave detection and dielectric characterization of cylindrical objects from amplitude-only data by means of neural networks", IEEE Trans. on Antennas and Propagation, vol. 50, no. 9, pp. 1309-1314, Sept. 2002.
    • (2002) IEEE Trans. on Antennas and Propagation , vol.50 , Issue.9 , pp. 1309-1314
    • Bermani, E.1    Caorsi, S.2    Raffetto, M.3
  • 9
    • 0035252014 scopus 로고    scopus 로고
    • On the training patterns of a neural network for target localization in the spatial domain
    • Feb
    • E. Bermani, S. Caorsi and M. Raffetto, "On the training patterns of a neural network for target localization in the spatial domain", Microwave and Optical Technology Letters, vol. 28, no. 3, pp. 207-209, Feb. 2001.
    • (2001) Microwave and Optical Technology Letters , vol.28 , Issue.3 , pp. 207-209
    • Bermani, E.1    Caorsi, S.2    Raffetto, M.3
  • 10
    • 0028743575 scopus 로고
    • Ground penetrating radar as a subsurface electromagnetic environmental sensing tool
    • L. Peters, J. J. Daniels and J. D. Young, "Ground penetrating radar as a subsurface electromagnetic environmental sensing tool", Proc. IEEE, vol. 82, pp. 1802-1822, 1994.
    • (1994) Proc. IEEE , vol.82 , pp. 1802-1822
    • Peters, L.1    Daniels, J.J.2    Young, J.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.