메뉴 건너뛰기




Volumn 46, Issue 12, 2008, Pages 4173-4185

An adaptive mean-shift analysis approach for object extraction and classification from urban hyperspectral imagery

Author keywords

Classification; High spatial resolution; Hyperspectral; Index Terms Bandwidth selection; Mean shift (MS)

Indexed keywords

CLASSIFICATION; HIGH SPATIAL RESOLUTION; HYPERSPECTRAL; INDEX TERMS-BANDWIDTH SELECTION; MEAN SHIFT;

EID: 70350153353     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2008.2002577     Document Type: Article
Times cited : (240)

References (29)
  • 1
    • 14644412366 scopus 로고    scopus 로고
    • Classification of hyperspectral data from urban areas based on extended morphological profiles
    • DOI 10.1109/TGRS.2004.842478
    • J. A. Benediktsson, J. A. Palmason, and J. R. Sveinsson, "Classification of hyperspectral data from urban areas based on extended morphological profiles," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 480-491, Mar. 2005. (Pubitemid 40320270)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.3 , pp. 480-491
    • Benediktsson, J.A.1    Palmason, J.A.2    Sveinsson, J.R.3
  • 2
    • 0036875946 scopus 로고    scopus 로고
    • Adaptive Bayesian contextual classification based on Markov random fields
    • Nov
    • Q. Jackson and D. A. Landgrebe, "Adaptive Bayesian contextual classification based on Markov random fields," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 11, pp. 2454-2463, Nov. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , Issue.11 , pp. 2454-2463
    • Jackson, Q.1    Landgrebe, D.A.2
  • 3
    • 0036991339 scopus 로고    scopus 로고
    • A model-based mixture-supervised classification approach in hyperspectral data analysis
    • Dec
    • M. M. Dundar and D. A. Landgrebe, "A model-based mixture-supervised classification approach in hyperspectral data analysis," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 12, pp. 2692-2699, Dec. 2002.
    • (2002) IEEE Trans. Geosci. Remote Sens. , vol.40 , Issue.12 , pp. 2692-2699
    • Dundar, M.M.1    Landgrebe, D.A.2
  • 4
    • 0016421071 scopus 로고
    • The estimation of the gradient of a density function, with applications in pattern recognition
    • Jan
    • K. Fukunaga and L. D. Hostetler, "The estimation of the gradient of a density function, with applications in pattern recognition," IEEE Trans. Inf. Theory, vol. IT-21, no. 1, pp. 32-40, Jan. 1975.
    • (1975) IEEE Trans. Inf. Theory , vol.IT-21 , Issue.1 , pp. 32-40
    • Fukunaga, K.1    Hostetler, L.D.2
  • 7
    • 33745685587 scopus 로고    scopus 로고
    • Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis
    • Seoul, Korea, Jul. 25-29
    • J. A. Palmason, J. A. Benediktsson, J. R. Sveinsson, and J. Chanussot, "Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis," in Proc. IEEE Geosci. Remote Sens. Symp., Seoul, Korea, Jul. 25-29, 2005, vol. 6, pp. 176-179.
    • (2005) Proc IEEE Geosci. Remote Sens. Symp. , vol.6 , pp. 176-179
    • Palmason, J.A.1    Benediktsson, J.A.2    Sveinsson, J.R.3    Chanussot, J.4
  • 8
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • Oct
    • D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature, vol. 401, no. 6775, pp. 788-791, Oct. 1999.
    • (1999) Nature , vol.401 , Issue.6775 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 9
    • 79956092389 scopus 로고    scopus 로고
    • Definiens Imaging, Munich, Germany, [Online]
    • eCognition Professional User Guide 4, Definiens Imaging, Munich, Germany, 2003. [Online]. Available: http://www.definiens-imaging.com
    • (2003) ECognition Professional User Guide , vol.4
  • 10
    • 33748331356 scopus 로고    scopus 로고
    • A multilevel context-based system for classification of very high spatial resolution images
    • DOI 10.1109/TGRS.2006.875360, 1677767
    • L. Bruzzone and L. Carlin, "A multilevel context-based system for classification of very high spatial resolution images," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 9, pp. 2587-2600, Sep. 2006. (Pubitemid 44321552)
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.9 , pp. 2587-2600
    • Bruzzone, L.1    Carlin, L.2
  • 11
    • 10844220846 scopus 로고    scopus 로고
    • Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery
    • DOI 10.1080/014311602331291215
    • L.Wang,W. P. Sousa, and P. Gong, "Integration of object-based and pixelbased classification for mapping mangroves with IKONOS imagery," Int. J. Remote Sens., vol. 25, no. 24, pp. 5655-5668, Dec. 2004. (Pubitemid 40008559)
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.24 , pp. 5655-5668
    • Wang, L.1    Sousa, W.P.2    Gong, P.3
  • 12
    • 33745615125 scopus 로고    scopus 로고
    • Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery
    • Q. Yu, P. Gong, N. Clinton, G. Biging, and D. Schirokauer, "Object-based detailed vegetation classification with airborne high spatial resolution remote sensing imagery," Photogramm. Eng. Remote Sens., vol. 72, no. 7, pp. 799-811, Jul. 2006. (Pubitemid 43993558)
    • (2006) Photogrammetric Engineering and Remote Sensing , vol.72 , Issue.7 , pp. 799-811
    • Yu, Q.1    Gong, P.2    Clinton, N.3    Biging, G.4    Kelly, M.5    Schirokauer, D.6
  • 13
    • 34249753618 scopus 로고
    • Support vector networks
    • Sep
    • C. Cortes and V. Vapnik, "Support vector networks," Mach. Learn., vol. 20, no. 3, pp. 273-297, Sep. 1995.
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 14
    • 33847733865 scopus 로고    scopus 로고
    • Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
    • DOI 10.1109/TGRS.2006.888466
    • L. Miao and H. Qi, "Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 3, pp. 765-777, Mar. 2007. (Pubitemid 46375748)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.3 , pp. 765-777
    • Miao, L.1    Qi, H.2
  • 15
    • 0032590403 scopus 로고    scopus 로고
    • Optimisation of building detection in satellite images by combining multispectral classification and texture filtering
    • DOI 10.1016/S0924-2716(98)00027-6, PII S0924271698000276
    • Y. Zhang, "Optimisation of building detection in satellite images by combining multispectral classification and texture filtering," ISPRS J. Photogramm. Remote Sens., vol. 54, no. 1, pp. 50-60, Feb. 1999. (Pubitemid 29158145)
    • (1999) ISPRS Journal of Photogrammetry and Remote Sensing , vol.54 , Issue.1 , pp. 50-60
    • Zhang, Y.1
  • 16
    • 0442311261 scopus 로고    scopus 로고
    • Segmentation of remotely sensed images using wavelet features and their evaluation in soft computing framework
    • Dec
    • M. Acharyya, R. K. De, and A. K. Kundu, "Segmentation of remotely sensed images using wavelet features and their evaluation in soft computing framework," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 12, pp. 2900-2905, Dec. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.12 , pp. 2900-2905
    • Acharyya, M.1    De, R.K.2    Kundu, A.K.3
  • 17
    • 0242417408 scopus 로고    scopus 로고
    • A comparison of three image-object methods for the multiscale analysis of landscape structure
    • DOI 10.1016/S0924-2716(02)00162-4
    • G. J. Hay, T. Blaschke, D. J. Marceau, and A. Bouchard, "A comparison of three image-object methods for the multiscale analysis of landscape structure," ISPRS J. Photogramm. Remote Sens., vol. 57, no. 5, pp. 327-345, Apr. 2003. (Pubitemid 36391580)
    • (2003) ISPRS Journal of Photogrammetry and Remote Sensing , vol.57 , Issue.5-6 , pp. 327-345
    • Hay, G.J.1    Blaschke, T.2    Marceau, D.J.3    Bouchard, A.4
  • 18
    • 35348889732 scopus 로고    scopus 로고
    • An adaptive multiscale information fusion approach for feature extraction and classification of IKONOS multispectral imagery over Urban areas
    • DOI 10.1109/LGRS.2007.905121
    • X. Huang, L. Zhang, and P. Li, "An adaptive multiscale information fusion approach for feature extraction and classification of IKONOS multispectral imagery over urban areas," IEEE Geosci. Remote Sens. Lett., vol. 4, no. 4, pp. 654-658, Oct. 2007. (Pubitemid 47588049)
    • (2007) IEEE Geoscience and Remote Sensing Letters , vol.4 , Issue.4 , pp. 654-658
    • Huang, X.1    Zhang, L.2    Li, P.3
  • 19
    • 33747642903 scopus 로고    scopus 로고
    • Unsupervised multiscale color image segmentation based on MDL principle
    • DOI 10.1109/TIP.2006.877342
    • Q. Luo and M. Khoshgoftaar, "Unsupervised multiscale color image segmentation based on MDL principle," IEEE Trans. Image Process., vol. 15, no. 9, pp. 2755-2761, Sep. 2006. (Pubitemid 44270215)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.9 , pp. 2755-2761
    • Luo, Q.1    Khoshgoftaar, T.M.2
  • 20
    • 0037331011 scopus 로고    scopus 로고
    • An algorithm for data-driven bandwidth selection
    • Feb
    • D. Comaniciu, "An algorithm for data-driven bandwidth selection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 2, pp. 281-288, Feb. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.2 , pp. 281-288
    • Comaniciu, D.1
  • 22
    • 0029407869 scopus 로고
    • An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection
    • Nov
    • L. Bruzzone, F. Roli, and S. B. Serpico, "An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection," IEEE Trans. Geosci. Remote Sens., vol. 33, no. 6, pp. 1318-1321, Nov. 1995.
    • (1995) IEEE Trans. Geosci. Remote Sens. , vol.33 , Issue.6 , pp. 1318-1321
    • Bruzzone, L.1    Roli, F.2    Serpico, S.B.3
  • 23
    • 34247346536 scopus 로고    scopus 로고
    • A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery
    • Oct
    • L. Zhang, X. Huang, B. Huang, and P. Li, "A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 10, pp. 2950-2961, Oct. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.10 , pp. 2950-2961
    • Zhang, L.1    Huang, X.2    Huang, B.3    Li, P.4
  • 26
    • 70350168533 scopus 로고    scopus 로고
    • Color-and texture-based image segmentation for improved forest delineation
    • Oct
    • Z. Wang and R. Boesch, "Color-and texture-based image segmentation for improved forest delineation," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 10, pp. 3055-3062, Oct. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.10 , pp. 3055-3062
    • Wang, Z.1    Boesch, R.2
  • 27
    • 0016882368 scopus 로고
    • Classification of multispectral image data by extraction and classification of homogeneous objects
    • Jan
    • R. L. Kettig and D. A. Landgrebe, "Classification of multispectral image data by extraction and classification of homogeneous objects," IEEE Trans. Geosci. Electron., vol. GE-14, no. 1, pp. 19-26, Jan. 1976.
    • (1976) IEEE Trans. Geosci. Electron , vol.GE-14 , Issue.1 , pp. 19-26
    • Kettig, R.L.1    Landgrebe, D.A.2
  • 28
    • 0019229244 scopus 로고
    • The development of a spectral-spatial classifier for earth observational data
    • D. A. Landgrebe, "The development of a spectral-spatial classifier for earth observational data," Pattern Recognit., vol. 12, no. 3, pp. 165-175, 1980.
    • (1980) Pattern Recognit. , vol.12 , Issue.3 , pp. 165-175
    • Landgrebe, D.A.1
  • 29
    • 36349007145 scopus 로고    scopus 로고
    • Fusion of support vector machines for classification of multisensor data
    • DOI 10.1109/TGRS.2007.898446
    • 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. (Pubitemid 350157824)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.12 , pp. 3858-3866
    • Waske, B.1    Benediktsson, J.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.