메뉴 건너뛰기




Volumn 46, Issue 7, 2008, Pages 2137-2152

Decision fusion of GA self-organizing neuro-fuzzy multilayered classifiers for land cover classification using textural and spectral features

Author keywords

Classifier fusion; Fusion operators; Genetic algorithms (GAs); Image classification; Neuro fuzzy classifiers; Remote sensing

Indexed keywords

BIOELECTRIC PHENOMENA; BOOLEAN FUNCTIONS; CLASSIFIERS; DECISION SUPPORT SYSTEMS; DIESEL ENGINES; ENERGY ABSORPTION; FUSION REACTIONS; FUZZY LOGIC; GALLIUM; GENETIC ALGORITHMS; IMAGE CLASSIFICATION; KETONES; LANDFORMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; NUCLEAR PHYSICS; OBJECT RECOGNITION; PIXELS; WETLANDS;

EID: 45849109197     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2008.916481     Document Type: Article
Times cited : (43)

References (30)
  • 1
    • 0027789411 scopus 로고
    • Conjugate- gradient neural networks in classification of multisource and very-high-dimensional remote sensing data
    • J. A. Benediktsson, P. H. Swain, and O. K. Esroy, "Conjugate- gradient neural networks in classification of multisource and very-high-dimensional remote sensing data," Int. J. Remote Sens., vol. 14, no. 15, pp. 2883-2903, 1993.
    • (1993) Int. J. Remote Sens , vol.14 , Issue.15 , pp. 2883-2903
    • Benediktsson, J.A.1    Swain, P.H.2    Esroy, O.K.3
  • 2
    • 0346245214 scopus 로고    scopus 로고
    • The use of backpropagating artificial neural networks in land cover classification
    • 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.
    • (2003) Int. J. Remote Sens , vol.24 , Issue.23 , pp. 4907-4938
    • Kavzoglu, T.1    Mather, P.M.2
  • 3
    • 0036476979 scopus 로고    scopus 로고
    • Fuzzy rule-based classification of remotely sensed imagery
    • Feb
    • A. Bárdossy and L. Samaniego, "Fuzzy rule-based classification of remotely sensed imagery," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 2, pp. 362-374, Feb. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , Issue.2 , pp. 362-374
    • Bárdossy, A.1    Samaniego, L.2
  • 4
    • 0025402179 scopus 로고
    • Fuzzy supervised classification of remote sensing images
    • Mar
    • F. Wang, "Fuzzy supervised classification of remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 2, pp. 194-201, Mar. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens , vol.28 , Issue.2 , pp. 194-201
    • Wang, F.1
  • 5
    • 34247466658 scopus 로고    scopus 로고
    • Multiobjective genetic clustering for pixel classification in remote sensing imagery
    • May
    • S. Bandyopadhyay, U. Maulick, and A. Mukhopadhyay, "Multiobjective genetic clustering for pixel classification in remote sensing imagery," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1506-1511, May 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.5 , pp. 1506-1511
    • Bandyopadhyay, S.1    Maulick, U.2    Mukhopadhyay, A.3
  • 6
    • 4444378339 scopus 로고    scopus 로고
    • Evolving neural network using real coded genetic algorithm (GA) for multispectral image classification
    • Oct
    • Z. Liu, A. Liu, C. Wang, and Z. Niu, "Evolving neural network using real coded genetic algorithm (GA) for multispectral image classification," Future Gener. Comput. Syst., vol. 20, no. 7, pp. 1119-1129, Oct. 2004.
    • (2004) Future Gener. Comput. Syst , vol.20 , Issue.7 , pp. 1119-1129
    • Liu, Z.1    Liu, A.2    Wang, C.3    Niu, Z.4
  • 7
    • 0031098234 scopus 로고    scopus 로고
    • ART neural networks for remote sensing: Vegetation classification from Landsat TM and terrain data
    • Mar
    • G. A. Carpenter, M. N. Gjaja, S. Gopal, and C. E. Woodcock, "ART neural networks for remote sensing: Vegetation classification from Landsat TM and terrain data," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 2, pp. 308-325, Mar. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens , vol.35 , Issue.2 , pp. 308-325
    • Carpenter, G.A.1    Gjaja, M.N.2    Gopal, S.3    Woodcock, C.E.4
  • 8
    • 0033876363 scopus 로고    scopus 로고
    • Satellite sensor image classification using cascaded architecture of neural fuzzy network
    • Mar
    • C. T. Lin, Y. C. Lee, and H. C. Pu, "Satellite sensor image classification using cascaded architecture of neural fuzzy network," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 2, pp. 1033-1043, Mar. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , Issue.2 , pp. 1033-1043
    • Lin, C.T.1    Lee, Y.C.2    Pu, H.C.3
  • 9
    • 34249812717 scopus 로고    scopus 로고
    • Wavelet-feature-based classifiers for multispectral remote-sensing images
    • Jun
    • S. K. Meher, B. U. Shankar, and A. Ghosh, "Wavelet-feature-based classifiers for multispectral remote-sensing images," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 6, pp. 1881-1886, Jun. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.6 , pp. 1881-1886
    • Meher, S.K.1    Shankar, B.U.2    Ghosh, A.3
  • 10
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: An experimental comparison
    • Feb
    • L. I. Kuncheva, J. C. Bezdek, and R. P. W. Duin, "Decision templates for multiple classifier fusion: An experimental comparison," Pattern Recognit., vol. 34, no. 2, pp. 299-314, Feb. 2001.
    • (2001) Pattern Recognit , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.P.W.3
  • 11
    • 0002390264 scopus 로고    scopus 로고
    • Ensembles of neural networks for soft classification of remote sensing images
    • Bari, Italy, Mar
    • G. Giacinto and F. Roli, "Ensembles of neural networks for soft classification of remote sensing images," in Proc. Eur. Symp. Intell. Techniques. Bari, Italy, Mar. 1997, pp. 166-170.
    • (1997) Proc. Eur. Symp. Intell. Techniques , pp. 166-170
    • Giacinto, G.1    Roli, F.2
  • 12
    • 0035509996 scopus 로고    scopus 로고
    • The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion
    • Nov
    • M. Petrakos, J. A. Benediktsson, and I. Kanellopoulos, "The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 11, pp. 2539-2546, Nov. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens , vol.39 , Issue.11 , pp. 2539-2546
    • Petrakos, M.1    Benediktsson, J.A.2    Kanellopoulos, I.3
  • 13
    • 34249822423 scopus 로고    scopus 로고
    • Decision fusion for the classification of urban remote sensing images
    • Oct
    • M. Fauvel, J. Chanussot, and J. A. Benediktsson, "Decision fusion for the classification of urban remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2828-2838, Oct. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens , vol.44 , Issue.10 , pp. 2828-2838
    • Fauvel, M.1    Chanussot, J.2    Benediktsson, J.A.3
  • 14
    • 36349007145 scopus 로고    scopus 로고
    • Fusion of support vector machines for classification of multisensor data
    • Dec
    • B. Waske and J. A. Benediktsson, "Fusion of support vector machines for classification of multisensor data," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 12, pp. 3858-3866, Dec. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens , vol.45 , Issue.12 , pp. 3858-3866
    • Waske, B.1    Benediktsson, J.A.2
  • 15
    • 0036821351 scopus 로고    scopus 로고
    • Multiple classifiers applied to multisource remote sensing data
    • Oct
    • G. J. Briem, J. A. Benediktsson, and J. R. Sveinsson, "Multiple classifiers applied to multisource remote sensing data," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 10, pp. 2291-2299, Oct. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens , vol.40 , Issue.10 , pp. 2291-2299
    • Briem, G.J.1    Benediktsson, J.A.2    Sveinsson, J.R.3
  • 16
    • 0031143351 scopus 로고    scopus 로고
    • Robust classification of multispectral data using multiple neural networks and fuzzy integral
    • May
    • A. S. Kumar, K. S. Basu, and K. L. Majumar, "Robust classification of multispectral data using multiple neural networks and fuzzy integral," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 3, pp. 787-790, May 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens , vol.35 , Issue.3 , pp. 787-790
    • Kumar, A.S.1    Basu, K.S.2    Majumar, K.L.3
  • 17
    • 33745684074 scopus 로고    scopus 로고
    • A classification framework of neural networks fusing spectrum and texture information
    • Seoul, Korea
    • M. Han and X. Tang, "A classification framework of neural networks fusing spectrum and texture information," in Proc. IGARSS, Seoul, Korea, 2005, vol. 6, pp. 3814-3817.
    • (2005) Proc. IGARSS , vol.6 , pp. 3814-3817
    • Han, M.1    Tang, X.2
  • 18
    • 0001962018 scopus 로고
    • Integration of neural and statistical approaches in spatial data classification
    • G. G. Wilkinson, F. Fierens, and I. Kanellopoulos, "Integration of neural and statistical approaches in spatial data classification," Geograph. Syst., vol. 32, pp. 1-20, 1995.
    • (1995) Geograph. Syst , vol.32 , pp. 1-20
    • Wilkinson, G.G.1    Fierens, F.2    Kanellopoulos, I.3
  • 19
    • 0032635034 scopus 로고    scopus 로고
    • Classification of multisource and hyperspectral data based on decision fusion
    • May
    • J. A. Benediktsson and I. Kanellopoulos, "Classification of multisource and hyperspectral data based on decision fusion," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 3, pp. 1367-1377, May 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.3 , pp. 1367-1377
    • Benediktsson, J.A.1    Kanellopoulos, I.2
  • 20
    • 0001784588 scopus 로고
    • The group method of data handling; a rival of method of stochastic approximation
    • A. G. Ivakhnenko, "The group method of data handling; a rival of method of stochastic approximation," Sov. Autom. Control, vol. 13, no. 3, pp. 43-45, 1968.
    • (1968) Sov. Autom. Control , vol.13 , Issue.3 , pp. 43-45
    • Ivakhnenko, A.G.1
  • 21
    • 0021892282 scopus 로고
    • Fuzzy identifications and its application to modeling and control
    • Jan./Feb
    • T. Takagi and M. Sugeno, "Fuzzy identifications and its application to modeling and control," IEEE Trans. Syst., Man, Cybern., vol. SMC-15, pp. 116-132, Jan./Feb. 1985.
    • (1985) IEEE Trans. Syst., Man, Cybern , vol.SMC-15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 22
    • 0035359279 scopus 로고    scopus 로고
    • An efficient fuzzy classifier with feature selection based on fuzzy entropy
    • Jun
    • H. M. Lee, C. M. Chen, J. M. Chen, and Y. L. Jou, "An efficient fuzzy classifier with feature selection based on fuzzy entropy," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 31, no. 3, pp. 426-432, Jun. 2001.
    • (2001) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.31 , Issue.3 , pp. 426-432
    • Lee, H.M.1    Chen, C.M.2    Chen, J.M.3    Jou, Y.L.4
  • 26
    • 17444367316 scopus 로고    scopus 로고
    • An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural colour IKONOS and QuickBird images
    • Sep
    • Y. Zhang and G. Hong, "An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural colour IKONOS and QuickBird images," Inf. Fusion, vol. 6, no. 3, pp. 225-234, Sep. 2005.
    • (2005) Inf. Fusion , vol.6 , Issue.3 , pp. 225-234
    • Zhang, Y.1    Hong, G.2
  • 27
    • 45849139575 scopus 로고    scopus 로고
    • A tasseled cap transformation for IKONOS images
    • Anchorage, AK
    • J. H. Horne, "A tasseled cap transformation for IKONOS images," in Proc. ASPRS Annu. Conf., Anchorage, AK, 2003.
    • (2003) Proc. ASPRS Annu. Conf
    • Horne, J.H.1
  • 28
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Jul
    • S. G. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.