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Volumn 7830, Issue , 2010, Pages

Unsupervised change detection by kernel clustering

Author keywords

Clustering; Kernel k means; Remote sensing; Unsupervised change detection; VHR imagery

Indexed keywords

BINARY MAPPING; CHANGE DETECTION; CLUSTERING; CLUSTERING SCHEME; COREGISTERED; GEOMETRICAL PROPERTY; HYPER-PARAMETER; KERNEL CLUSTERING; KERNEL FUNCTION; KERNEL K-MEANS; KERNEL-BASED CLUSTERING; NONLINEAR BOUNDARY; REMOTE SENSING IMAGES; SPECTRAL CHANGE; TRAINING SETS; UNSUPERVISED CHANGE DETECTION; UNSUPERVISED CLUSTERING; VHR IMAGERY;

EID: 78649733650     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.864921     Document Type: Conference Paper
Times cited : (17)

References (21)
  • 1
    • 0024855524 scopus 로고    scopus 로고
    • Digital change detection techniques using remote sensing data
    • Singh, A., "Digital change detection techniques using remote sensing data," Int. J. Rem. Sens. 10(6), 989-1003 (1997).
    • (1997) Int. J. Rem. Sens. , vol.10 , Issue.6 , pp. 989-1003
    • Singh, A.1
  • 2
    • 1942536045 scopus 로고    scopus 로고
    • Digital change detection methods in ecosystem monitoring: A review
    • Coppin, P., Jonckheere, I., Nackaerts, K., Muys, B., and Lambin, E., "Digital change detection methods in ecosystem monitoring: a review," Int. J. Remote Sens. 25(9), 1565-1596 (2004).
    • (2004) Int. J. Remote Sens. , vol.25 , Issue.9 , pp. 1565-1596
    • Coppin, P.1    Jonckheere, I.2    Nackaerts, K.3    Muys, B.4    Lambin, E.5
  • 4
    • 0025456506 scopus 로고
    • An assessment of TM imagery for land-cover change detection
    • Fung, T., "An assessment of TM imagery for land-cover change detection," IEEE Trans. Geosci. Remote Sens. 28(4), 681-684 (1990).
    • (1990) IEEE Trans. Geosci. Remote Sens. , vol.28 , Issue.4 , pp. 681-684
    • Fung, T.1
  • 5
    • 0031420167 scopus 로고    scopus 로고
    • Detection of changes in remotely-sensed images by the selective use of multi-spectral information
    • Bruzzone, L. and Serpico, S. B., "Detection of changes in remotely-sensed images by the selective use of multi-spectral information," Int. J. Remote Sens. 18(18), 3883-3888 (1997).
    • (1997) Int. J. Remote Sens. , vol.18 , Issue.18 , pp. 3883-3888
    • Bruzzone, L.1    Serpico, S.B.2
  • 6
    • 0033707763 scopus 로고    scopus 로고
    • Automatic analysis of the difference image for unsupervised change detection
    • Bruzzone, L. and Prieto, D. F., "Automatic analysis of the difference image for unsupervised change detection," IEEE Trans. Geosci. Remote Sens. 38(3), 1171-1182 (2000).
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.3 , pp. 1171-1182
    • Bruzzone, L.1    Prieto, D.F.2
  • 7
    • 0001905030 scopus 로고
    • Change vector analysis: An approach for detecting forest changes with Landsat
    • Malila, W. A., "Change vector analysis: An approach for detecting forest changes with Landsat," in [Proc. LARS Mach. Process. Remotely Sensed Data Symp.], 326-335 (1980).
    • (1980) Proc. LARS Mach. Process. Remotely Sensed Data Symp. , pp. 326-335
    • Malila, W.A.1
  • 8
    • 33846223394 scopus 로고    scopus 로고
    • A theoretical framework for unsupervised change detection based on change vector analysis in polar domain
    • Bovolo, F. and Bruzzone, L., "A theoretical framework for unsupervised change detection based on change vector analysis in polar domain," IEEE Trans. Geosci. Remote Sens. 45(1), 218-236 (2006).
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.1 , pp. 218-236
    • Bovolo, F.1    Bruzzone, L.2
  • 9
    • 34249812110 scopus 로고    scopus 로고
    • A split-based approach to unsupervised change detection in large size multitemporal images: Application to Tsunami-damage assessment
    • Bovolo, F. and Bruzzone, L., "A split-based approach to unsupervised change detection in large size multitemporal images: application to Tsunami-damage assessment," IEEE Trans. Geosci. Remote Sens. 45(6), 1658-1671 (2007).
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.6 , pp. 1658-1671
    • Bovolo, F.1    Bruzzone, L.2
  • 13
    • 20444432773 scopus 로고    scopus 로고
    • Kernel-based methods for hyperspectral image classification
    • Camps-Valls, G. and Bruzzone, L., "Kernel-based methods for hyperspectral image classification," IEEE Trans. Geosci. Remote Sens. 43(3), 1-12 (2005).
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.3 , pp. 1-12
    • Camps-Valls, G.1    Bruzzone, L.2
  • 14
    • 33846007269 scopus 로고    scopus 로고
    • Multiple support vector machines for land cover change detection: An application for mapping urban extensions
    • Nemmour, H. and Chibani, Y., "Multiple support vector machines for land cover change detection: an application for mapping urban extensions.," J. Photogr. Remote Sensi. 61, 125-133 (2006).
    • (2006) J. Photogr. Remote Sensi. , vol.61 , pp. 125-133
    • Nemmour, H.1    Chibani, Y.2
  • 15
    • 77953132953 scopus 로고    scopus 로고
    • A support vector domain method for change detection in multitemporal images
    • Bovolo, F., Camps-Valls, G., and Bruzzone, L., "A support vector domain method for change detection in multitemporal images," Pattern Recogn. Lett. 31(10), 1148-1154 (2010).
    • (2010) Pattern Recogn. Lett. , vol.31 , Issue.10 , pp. 1148-1154
    • Bovolo, F.1    Camps-Valls, G.2    Bruzzone, L.3
  • 17
    • 0036565280 scopus 로고    scopus 로고
    • Mercer kernel-based clustering in feature space
    • Girolami, M., "Mercer kernel-based clustering in feature space," IEEE Trans. Neural Net. 13(3), 780-784 (2002).
    • (2002) IEEE Trans. Neural Net. , vol.13 , Issue.3 , pp. 780-784
    • Girolami, M.1
  • 18
    • 31844442747 scopus 로고    scopus 로고
    • A unified view of kernel k-means, spectral clustering and graph cuts
    • University of Texas, Austin, Departement of Computer Science
    • Dhillon, I., Guan, Y., and Kulis, B., "A unified view of kernel k-means, spectral clustering and graph cuts," Tech. Rep. UTCS Technical Report No. TR-04-25, University of Texas, Austin, Departement of Computer Science (2005).
    • (2005) Tech. Rep. UTCS Technical Report No. TR-04-25
    • Dhillon, I.1    Guan, Y.2    Kulis, B.3
  • 20
    • 45849126857 scopus 로고    scopus 로고
    • A novel approach to unsupervised change detection based on a semisupervised SVM and a similarity measure
    • Bovolo, F., Bruzzone, L., and Marconcini, M., "A novel approach to unsupervised change detection based on a semisupervised SVM and a similarity measure," IEEE Trans. Geosci. Remote Sens. 46(7), 2070-2082 (2008).
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.7 , pp. 2070-2082
    • Bovolo, F.1    Bruzzone, L.2    Marconcini, M.3
  • 21
    • 78649760942 scopus 로고    scopus 로고
    • Analysis of the effects of registration noise in multitemporal VHR images
    • Bovolo, F., Bruzzone, L., and Marchesi, S., "Analysis of the effects of registration noise in multitemporal VHR images," in [ESA-EUSC, ESRIN], (2008).
    • (2008) ESA-EUSC, ESRIN
    • Bovolo, F.1    Bruzzone, L.2    Marchesi, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.