메뉴 건너뛰기




Volumn 52, Issue 9, 2014, Pages 5693-5703

Quaternion neural-network-based PolSAR land classification in poincare-sphere-parameter space

Author keywords

Poincare sphere parameters; polarimetric synthetic aperture radar (PolSAR) land classification; quaternion neural network

Indexed keywords

FEEDFORWARD NEURAL NETWORKS; FORESTRY; SYNTHETIC APERTURE RADAR;

EID: 84900809101     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2291940     Document Type: Article
Times cited : (145)

References (31)
  • 2
    • 0030104487 scopus 로고    scopus 로고
    • A review of target decomposition theorems in radar polarimetry
    • PII S0196289296010030
    • S. R. Cloude and E. Pottier, "A review of target decomposition theorems in radar polarimetry," IEEE Trans. Geosci. Remote Sens., vol. 34, no. 2, pp. 498-518, Mar. 1996. (Pubitemid 126780898)
    • (1996) IEEE Transactions on Geoscience and Remote Sensing , vol.34 , Issue.2 , pp. 498-518
    • Cloude, S.R.1    Pettier, E.2
  • 3
    • 4944221419 scopus 로고    scopus 로고
    • On the use of permanent symmetric scatterers for ship characterization
    • Oct.
    • R. Touzi, R. K. Raney, and F. Charbonneau, "On the use of permanent symmetric scatterers for ship characterization," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2039-2045, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2039-2045
    • Touzi, R.1    Raney, R.K.2    Charbonneau, F.3
  • 4
    • 33747921774 scopus 로고    scopus 로고
    • A three-component scattering model for polarimetric SAR data
    • PII S0196289298028575
    • A. Freeman and S. L. Durden, "A three-component scattering model for polarimetric SAR data," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 3, pp. 963-973, Mar. 1998. (Pubitemid 128748505)
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , Issue.3 , pp. 963-973
    • Freeman, A.1    Durden, S.L.2
  • 5
    • 24944434996 scopus 로고    scopus 로고
    • Four-component scattering model for polarimetric SAR image decomposition
    • DOI 10.1109/TGRS.2005.852084
    • Y. Yamaguchi, T. Moriyama, M. Ishido, and H. Yamada, "Four-component scattering model for polarimetric SAR image decomposition," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 8, pp. 1699-1706, Aug. 2005. (Pubitemid 41329019)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.8 , pp. 1699-1706
    • Yamaguchi, Y.1    Moriyama, T.2    Ishido, M.3    Yamada, H.4
  • 6
    • 79957646635 scopus 로고    scopus 로고
    • Four-component scattering power decomposition with rotation of coherency matrix
    • Jun.
    • Y. Yamaguchi, A. Sato, W. M. Boerner, R. Sato, and H. Yamada, "Four-component scattering power decomposition with rotation of coherency matrix," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 6, pp. 2251-2258, Jun. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.6 , pp. 2251-2258
    • Yamaguchi, Y.1    Sato, A.2    Boerner, W.M.3    Sato, R.4    Yamada, H.5
  • 7
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • PII S0196289297008577
    • S. R. Cloude and E. Pottier, "An entropy based classification scheme for land applications of polarimetric SAR," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 1, pp. 68-78, Jan. 1997. (Pubitemid 127771044)
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.1 , pp. 68-78
    • Cloude, S.R.1    Pottier, E.2
  • 8
    • 84877724923 scopus 로고    scopus 로고
    • Polarimetric-basis transformation for land classification in PolInSAR
    • Jan.
    • F. Shang and A. Hirose, "Polarimetric-basis transformation for land classification in PolInSAR," Electron. Lett., vol. 49, no. 1, pp. 69-71, Jan. 2013.
    • (2013) Electron. Lett. , vol.49 , Issue.1 , pp. 69-71
    • Shang, F.1    Hirose, A.2
  • 9
    • 0029750346 scopus 로고    scopus 로고
    • Fuzzy classification of earth terrain covers using complex polarimetric SAR data
    • Mar.
    • L. Du and J. S. Lee, "Fuzzy classification of earth terrain covers using complex polarimetric SAR data," Int. J. Remote Sens., vol. 17, no. 4, pp. 809-926, Mar. 1996.
    • (1996) Int. J. Remote Sens. , vol.17 , Issue.4 , pp. 809-926
    • Du, L.1    Lee, J.S.2
  • 10
    • 14644431755 scopus 로고    scopus 로고
    • Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering
    • DOI 10.1109/TGRS.2004.842108
    • P. R. Kersten, J. S. Lee, and T. L. Ainsworth, "Unsupervised classification of polarimetric synthetic aperture radar images using fuzzy clustering and EM clustering," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 519-527, Mar. 2005. (Pubitemid 40320273)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 519-527
    • Kersten, P.R.1    Lee, J.-S.2    Ainsworth, T.L.3
  • 11
    • 0346245214 scopus 로고    scopus 로고
    • The use of backpropagating artificial neural networks in land cover classification
    • DOI 10.1080/0143116031000114851
    • T. Kavzoglu and P. M. Mather, "The use of backpropagating artificial neural networks in land cover classification," Int. J. Remote Sens., vol. 24, no. 23, pp. 4907-4938, 2003. (Pubitemid 37519427)
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.23 , pp. 4907-4938
    • Kavzoglu, T.1    Mather, P.M.2
  • 12
    • 37549009133 scopus 로고    scopus 로고
    • The application of artificial neural networks to the analysis of remotely sensed data
    • Feb.
    • J. F. Mas and J. J. Flores, "The application of artificial neural networks to the analysis of remotely sensed data," Int. J. Remote Sens., vol. 29, no. 3, pp. 617-663, Feb. 2008.
    • (2008) Int. J. Remote Sens. , vol.29 , Issue.3 , pp. 617-663
    • Mas, J.F.1    Flores, J.J.2
  • 13
    • 0030149474 scopus 로고    scopus 로고
    • Classification of mul-tifrequency polarimetric SAR imagery using a dynamic learning neural network
    • May
    • K. S. Chen, W. P. Huang, D. H. Tsay, and F. Amar, "Classification of mul-tifrequency polarimetric SAR imagery using a dynamic learning neural network," IEEE Trans. Geosci. Remote Sens., vol. 34, no. 3, pp. 814-820, May 1996.
    • (1996) IEEE Trans. Geosci. Remote Sens. , vol.34 , Issue.3 , pp. 814-820
    • Chen, K.S.1    Huang, W.P.2    Tsay, D.H.3    Amar, F.4
  • 15
    • 0141905879 scopus 로고    scopus 로고
    • The use of fully polarimetric information for the fuzzy neural classification of SAR images
    • Sep.
    • C. T. Chen, K. S. Chen, and J. S. Lee, "The use of fully polarimetric information for the fuzzy neural classification of SAR images," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 2089-2100, Sep. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.9 , pp. 2089-2100
    • Chen, C.T.1    Chen, K.S.2    Lee, J.S.3
  • 16
    • 34547419542 scopus 로고    scopus 로고
    • Unsupervised classification of scattering mechanisms in polarimetrie SAR data using fuzzy logic in entropy and alpha plane
    • DOI 10.1109/TGRS.2007.897691
    • S. E. Park and W. M. Moon, "Unsupervised classification of scattering mechanisms in polarimetric SAR data using fuzzy logic in entropy and alpha plane," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 8, pp. 2652-2664, Aug. 2007. (Pubitemid 47171193)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.8 , pp. 2652-2664
    • Park, S.-E.1    Moon, W.M.2
  • 18
    • 84863535509 scopus 로고    scopus 로고
    • Ship and oil-spill detection using the degree of polarization in linear and hybrid/compact dualPolSAR
    • R. Shirvany, M. Chabert, and J. Y. Tourneret, "Ship and oil-spill detection using the degree of polarization in linear and hybrid/compact dualPolSAR," IEEE J. Sel. Topics Appl. Earth Obs. Remote Sens., vol. 5, no. 3, pp. 885-892, 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Obs. Remote Sens. , vol.5 , Issue.3 , pp. 885-892
    • Shirvany, R.1    Chabert, M.2    Tourneret, J.Y.3
  • 19
    • 84894278900 scopus 로고    scopus 로고
    • Use of Poincare sphere parameters for fast supervised PolSAR land classification
    • F. Shang and A. Hirose, "Use of Poincare sphere parameters for fast supervised PolSAR land classification," in Proc. IEEE Int. Geosci. Remote Sens. Symp., 2013, pp. 3175-3178.
    • (2013) Proc. IEEE Int. Geosci. Remote Sens. Symp. , pp. 3175-3178
    • Shang, F.1    Hirose, A.2
  • 22
    • 9144247917 scopus 로고    scopus 로고
    • Plastic mine detecting radar system using complex-valued self-organizing map that deals with multiple-frequency interferometric images
    • DOI 10.1016/j.neunet.2004.07.012, PII S089360800400156X, New Developments in Self-Organizing Systems
    • T. Hara and A. Hirose, "Plastic mine detecting radar system using complex-valued self-organizing map that deals with multiple-frequency interferometric images," Neural Netw., vol. 17, no. 8/9, pp. 1201-1210, Oct./Nov. 2004. (Pubitemid 39539537)
    • (2004) Neural Networks , vol.17 , Issue.8-9 , pp. 1201-1210
    • Hara, T.1    Hirose, A.2
  • 23
    • 0036508374 scopus 로고    scopus 로고
    • Adaptive noise reduction of InSAR images based on a complex-valued MRF model and its application to phase unwrapping problem
    • DOI 10.1109/TGRS.2002.1000329, PII S0196289202014262
    • A. B. Suksmono and A. Hirose, "Adaptive noise reduction of InSAR images based on a complex-valued MRF model and its application to phase unwrapping problem," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 3, pp. 699-709, Mar. 2002. (Pubitemid 34692246)
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.3 , pp. 699-709
    • Suksmono, A.B.1    Hirose, A.2
  • 24
    • 58149485162 scopus 로고    scopus 로고
    • Singular unit restoration in interferograms based on complex-valued Markov random field model for phase unwrapping
    • Jan.
    • R. Yamaki and A. Hirose, "Singular unit restoration in interferograms based on complex-valued Markov random field model for phase unwrapping," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 1, pp. 18-22, Jan. 2009.
    • (2009) IEEE Geosci. Remote Sens. Lett. , vol.6 , Issue.1 , pp. 18-22
    • Yamaki, R.1    Hirose, A.2
  • 25
    • 84859797266 scopus 로고    scopus 로고
    • Generalization characteristics of complex-valued feedforward neural networks in relation to signal coherence
    • Apr.
    • A. Hirose and S. Yoshida, "Generalization characteristics of complex-valued feedforward neural networks in relation to signal coherence," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 4, pp. 541-551, Apr. 2012.
    • (2012) IEEE Trans. Neural Netw. Learn. Syst. , vol.23 , Issue.4 , pp. 541-551
    • Hirose, A.1    Yoshida, S.2
  • 26
    • 84894267378 scopus 로고    scopus 로고
    • Circular property of complex-valued correlation learning in CMRF-based filtering for synthetic aperture radar interferometry
    • to be published
    • R. Natsuaki and A. Hirose, "Circular property of complex-valued correlation learning in CMRF-based filtering for synthetic aperture radar interferometry," Neurocomputing, to be published.
    • Neurocomputing
    • Natsuaki, R.1    Hirose, A.2
  • 28
    • 84894198196 scopus 로고    scopus 로고
    • PolSAR land classification by using quaternion-valued neural networks
    • presented at the Tsukuba, Japan, Sep. 23-27 TH3.R4.1
    • F. Shang and A. Hirose, "PolSAR land classification by using quaternion-valued neural networks," presented at the Asia-Pacific Conf. Synthetic Aperture Radar, Tsukuba, Japan, Sep. 23-27, 2013, TH3.R4.1.
    • (2013) Asia-Pacific Conf. Synthetic Aperture Radar
    • Shang, F.1    Hirose, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.