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Volumn 37, Issue 1, 2011, Pages 27-36

Polarimetric SAR feature selection using a genetic algorithm

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RESULTS; DATA SETS; DECOMPOSITION ALGORITHM; FEATURE SELECTION METHODS; INCOHERENT DECOMPOSITION; LAND COVER; MAN MADE OBJECTS; POLARIMETRIC SAR; POLARIMETRIC SYNTHETIC APERTURE RADARS; TERRAIN CLASSIFICATION;

EID: 84863336517     PISSN: 07038992     EISSN: 17127971     Source Type: Journal    
DOI: 10.5589/m11-013     Document Type: Article
Times cited : (27)

References (39)
  • 1
    • 15944378242 scopus 로고    scopus 로고
    • Two novel surface model based inversion algorithms using multi frequency PolSAR data
    • September 2004, Anchorage, Alaska
    • Allain, S., Ferro Famil, L., and Pottier, E. 2004. Two novel surface model based inversion algorithms using multi frequency PolSAR data. In Proceedings of IGARSS 2004, 20-24 September 2004, Anchorage, Alaska. pp. 823-826. doi:10.1109/IGARSS.2004.1368531.
    • (2004) Proceedings of IGARSS 2004, 20-24 , pp. 823-826
    • Allain, S.1    Ferro Famil, L.2    Pottier, E.3
  • 2
    • 0029273524 scopus 로고
    • A neural network for unsupervised categorization of multi valued input patterns: An application to satellite image clustering
    • Baraldi, A., and Parmiggiani, F 1995. A neural network for unsupervised categorization of multi valued input patterns: an application to satellite image clustering. IEEE Geoscience and Remote Sensing Society, Vol. 33, No. 2, pp. 305-316. doi:10.1109/36.377930.
    • (1995) IEEE Geoscience and Remote Sensing Society , vol.33 , Issue.2 , pp. 305-316
    • Baraldi, A.1    Parmiggiani, F.2
  • 4
    • 51849114612 scopus 로고    scopus 로고
    • Polarimetric SAR image classification based on the degree of polarization and co-polarized phase-difference statistics
    • 11 -14 December 2007, Bangkok, Thailand
    • Chang, G., and Oh, Y. 2007. Polarimetric SAR image classification based on the degree of polarization and co-polarized phase-difference statistics. In Microwave Conference, 2007. APMC 2007, Proceedings of Asia-Pacific Microwave Conference. 11 -14 December 2007, Bangkok, Thailand, pp. 1-4. doi:10.1109/APMC.2007.4555104.
    • (2007) Microwave Conference, 2007. APMC 2007, Proceedings of Asia-Pacific Microwave Conference , pp. 1-4
    • Chang, G.1    Oh, Y.2
  • 5
    • 0141905879 scopus 로고    scopus 로고
    • The use of fully polarimetric information for the fuzzy neural classification of SAR images
    • Chen, C.T., Chen, K.S., and Lee, J.S. 2003. The use of fully polarimetric information for the fuzzy neural classification of SAR images. IEEE Geoscience and Remote Sensing Society, Vol. 41, No. 9, pp. 2089-2100. doi:10.1109/TGRS.2003.813494.
    • (2003) IEEE Geoscience and Remote Sensing Society , vol.41 , Issue.9 , pp. 2089-2100
    • Chen, C.T.1    Chen, K.S.2    Lee, J.S.3
  • 6
    • 0030104487 scopus 로고    scopus 로고
    • A review of target decomposition theorems in radar polarimetry
    • Cloude, S.R., and Pottier, E. 1996. A review of target decomposition theorems in radar polarimetry. IEEE Geoscience and Remote Sensing Society, Vol. 34, No. 2, pp. 498-518. doi:10.1109/36.485127.
    • (1996) IEEE Geoscience and Remote Sensing Society , vol.34 , Issue.2 , pp. 498-518
    • Cloude, S.R.1    Pottier, E.2
  • 7
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • Cloude, S.R., and Pottier, E. 1997. An entropy based classification scheme for land applications of polarimetric SAR. IEEE Geoscience and Remote Sensing Society, Vol. 35, No. 1, pp. 68-78. doi:10.1109/36.551935.
    • (1997) IEEE Geoscience and Remote Sensing Society , vol.35 , Issue.1 , pp. 68-78
    • Cloude, S.R.1    Pottier, E.2
  • 8
    • 0025796547 scopus 로고
    • Statistical properties of the phase difference between two orthogonally polarized SAR signals
    • Eom, H.J., and Boerner, W.-M. 1991. Statistical properties of the phase difference between two orthogonally polarized SAR signals. IEEE Geoscience and Remote Sensing Society, Vol. 29, No. 1, pp. 182-184. doi:10.1109/36.103312.
    • (1991) IEEE Geoscience and Remote Sensing Society , vol.29 , Issue.1 , pp. 182-184
    • Eom, H.J.1    Boerner, W.-M.2
  • 10
    • 0035509473 scopus 로고    scopus 로고
    • Unsupervised classification of multi-frequency and fully polarimetric SAR images based on the H/A/Alpha-wishart classifier
    • Famil, L.F., Pottier E., and Lee, J.S. 2001. Unsupervised classification of multi-frequency and fully polarimetric SAR images based on the H/A/Alpha-wishart classifier. IEEE Geoscience and Remote Sensing Society, Vol. 39, No. 11, pp. 2332-2342. doi:10.1109/36.964969.
    • (2001) IEEE Geoscience and Remote Sensing Society , vol.39 , Issue.11 , pp. 2332-2342
    • Famil, L.F.1    Pottier, E.2    Lee, J.S.3
  • 12
    • 0029310186 scopus 로고
    • Application of neural networks for sea ice classification in polarimetric SAR images, radar image classification
    • Hara, Y., Atkins, R.G., Shin, R.T., Kong, J.A., Yueh, S.H., and Kwok, R. 1995. Application of neural networks for sea ice classification in polarimetric SAR images, radar image classification. IEEE Geoscience and Remote Sensing Society, Vol. 33, No. 3, pp. 740-748. doi:10.1109/36.387589.
    • (1995) IEEE Geoscience and Remote Sensing Society , vol.33 , Issue.3 , pp. 740-748
    • Hara, Y.1    Atkins, R.G.2    Shin, R.T.3    Kong, J.A.4    Yueh, S.H.5    Kwok, R.6
  • 13
    • 0036260044 scopus 로고    scopus 로고
    • Fuzzy rule based classification of polarimetric SAR data
    • Hellman, M., and Jager, G. 2002. Fuzzy rule based classification of polarimetric SAR data. Aerospace Science and Technology, Vol. 6, pp. 217-232, doi:10.1016/S1270-9638(02)01152-5.
    • (2002) Aerospace Science and Technology , vol.6 , pp. 217-232
    • Hellman, M.1    Jager, G.2
  • 14
    • 0442279713 scopus 로고    scopus 로고
    • A new polarimetric classification approach evaluated for agricultural crops
    • Hoekman, D.H., and Vissers, M.A.M. 2003. A new polarimetric classification approach evaluated for agricultural crops. IEEE Geoscience and Remote Sensing Society, Vol. 41, No. 12, pp. 2881-2889. doi:10.1109/TGRS.2003.817795
    • (2003) IEEE Geoscience and Remote Sensing Society , vol.41 , Issue.12 , pp. 2881-2889
    • Hoekman, D.H.1    Vissers, M.A.M.2
  • 16
    • 14644431755 scopus 로고    scopus 로고
    • Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering
    • Kersten, PR., Lee, J.S., and Ainsworth, T.L. 2005. Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering. IEEE Geoscience and Remote Sensing Society, Vol. 43, No. 3, pp. 519-527. doi:10.1109/TGRS.2004.842108.
    • (2005) IEEE Geoscience and Remote Sensing Society , vol.43 , Issue.3 , pp. 519-527
    • Kersten, P.R.1    Lee, J.S.2    Ainsworth, T.L.3
  • 18
    • 63249104262 scopus 로고    scopus 로고
    • Unsupervised classification of polarimetric SAR images by EM algorithm
    • Khan, K.U., Yang J., and Zhang, W 2007. Unsupervised classification of polarimetric SAR images by EM algorithm. IEICE Trans. Commun., Vol. E90-B, No. 12, pp. 3632-3642.
    • (2007) IEICE Trans. Commun , vol.E90-B , Issue.12 , pp. 3632-3642
    • Khan, K.U.1    Yang, J.2    Zhang, W.3
  • 20
    • 0034432161 scopus 로고    scopus 로고
    • Overview of polarimetric interferometry
    • 18-25 March 2000, Big Sky, Montana
    • Kim, Y., and van Zyl, J.J. 2000b. Overview of polarimetric interferometry. Aerospace Conference Proceedings, 2000 IEEE, 18-25 March 2000, Big Sky, Montana. Vol. 3, pp. 231-236.doi:10.1109/AERO.2000.879850.
    • (2000) Aerospace Conference Proceedings, 2000 IEEE , vol.3 , pp. 231-236
    • Kim, Y.1    Van Zyl, J.J.2
  • 22
    • 0028562850 scopus 로고
    • Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution
    • Lee, J.S., Grunes, M.R. and Kwok, R. 1994. Classification of multi-look polarimetric SAR imagery based on complex Wishart distribution. International Journal of Remote Sensing, Vol. 15, No. 11, pp. 2299-2311. doi:10.1080/01431169408954244.
    • (1994) International Journal of Remote Sensing , vol.15 , Issue.11 , pp. 2299-2311
    • Lee, J.S.1    Grunes, M.R.2    Kwok, R.3
  • 23
    • 0033189739 scopus 로고    scopus 로고
    • Unsupervised classification using polarimetric decomposition and the complex wishart classifier
    • Lee, J.S., Grunes, M.R., Ainsworth, T.L., Du, L.J., and Schuler, D.L. 1999. Unsupervised classification using polarimetric decomposition and the complex wishart classifier. IEEE Geoscience and Remote Sensing Society, Vol. 37, No. 5, pp. 2249-2258. doi:10.1109/36.789621.
    • (1999) IEEE Geoscience and Remote Sensing Society , vol.37 , Issue.5 , pp. 2249-2258
    • Lee, J.S.1    Grunes, M.R.2    Ainsworth, T.L.3    Du, L.J.4    Schuler, D.L.5
  • 24
    • 2442616341 scopus 로고    scopus 로고
    • Unsupervised terrain classification preserving polarimetric scattering characteristics
    • Lee, J.S., Grunes, M.R., Pottier E., and Ferro-Famil, L. 2004. Unsupervised terrain classification preserving polarimetric scattering characteristics. IEEE Geoscience and Remote Sensing Society, Vol. 42, No. 4, pp. 722-731. doi: 10.1109/TGRS.2003.819883.
    • (2004) IEEE Geoscience and Remote Sensing Society , vol.42 , Issue.4 , pp. 722-731
    • Lee, J.S.1    Grunes, M.R.2    Pottier, E.3    Ferro-Famil, L.4
  • 25
    • 53849083841 scopus 로고    scopus 로고
    • Evaluation and bias removal of multilook effect on Entropy/Alpha/Anisotropy in polarimetric SAR decomposition
    • Lee, J.S., Ainsworth, T.L., Kelly J.P, and Lopez-Martinez, C. 2008. Evaluation and bias removal of multilook effect on Entropy/Alpha/Anisotropy in polarimetric SAR decomposition. IEEE Geoscience and Remote Sensing Society, Vol. 46, No. 10, pp. 3039-3052. doi:10.1109/TGRS.2008.922033.
    • (2008) IEEE Geoscience and Remote Sensing Society , vol.46 , Issue.10 , pp. 3039-3052
    • Lee, J.S.1    Ainsworth, T.L.2    Kelly, J.P.3    Lopez-Martinez, C.4
  • 27
    • 33745605665 scopus 로고    scopus 로고
    • Microwave remote sensing of land radio science bulletin
    • Pampaloni, P, and Sarabandi, K. 2004. Microwave remote sensing of land radio science bulletin. Radio Science Bulleting, No. 308, pp. 30-48.
    • (2004) Radio Science Bulleting , vol.308 , pp. 30-48
    • Pampaloni, P.1    Sarabandi, K.2
  • 31
    • 82355182993 scopus 로고    scopus 로고
    • Classification of stricken residential houses by the Mid niigata Prefecture Earthquake based on POLSAR Image Analysis
    • 23 -27 July 2007, Barcelona, Spain
    • Sato, R., Soma, K., Yajima, Y, Yamaguchi, Y, and Yamada, H. Classification of stricken residential houses by the Mid niigata Prefecture Earthquake based on POLSAR Image Analysis, In Proceedings of IGARSS 2007, 23 -27 July 2007, Barcelona, Spain. pp. 200-203. doi: 10.1109/IGARSS.2007.4422764.
    • Proceedings of IGARSS 2007 , pp. 200-203
    • Sato, R.1    Soma, K.2    Yajima, Y.3    Yamaguchi, Y.4    Yamada, H.5
  • 32
    • 33749081074 scopus 로고    scopus 로고
    • Image classification based on textural features using artificial neural network (ANN)
    • Shah, S.K., and Gandhi, V. 2004. Image classification based on textural features using artificial neural network (ANN). Institution of Engineers (I), Vol. 4, pp. 72-77.
    • (2004) Institution of Engineers (I) , vol.4 , pp. 72-77
    • Shah, S.K.1    Gandhi, V.2
  • 34
    • 0036875877 scopus 로고    scopus 로고
    • Characterization of Target Symmetric Scattering Using Polarimetric SARs
    • Touzi, R., and Charbonneau, F. 2002. Characterization of Target Symmetric Scattering Using Polarimetric SARs. IEEE Geoscience and Remote Sensing Society, Vol. 40, No. 11, pp. 2505-2516. doi:10.1109/TGRS.2002.805070.
    • (2002) IEEE Geoscience and Remote Sensing Society , vol.40 , Issue.11 , pp. 2505-2516
    • Touzi, R.1    Charbonneau, F.2
  • 36
    • 34548435161 scopus 로고    scopus 로고
    • Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium
    • Van Coillie, F.M.B., Verbeke, L.P.C., and De Wulf, R.R. 2007. Feature selection by genetic algorithms in object-based classification of IKONOS imagery for forest mapping in Flanders, Belgium. Remote Sensing of Environment, Vol. 110, pp. 476-487. doi:10.1016/j.rse.2007.03.020.
    • (2007) Remote Sensing of Environment , vol.110 , pp. 476-487
    • Van Coillie, F.M.B.1    Verbeke, L.P.C.2    De Wulf, R.R.3


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