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Volumn , Issue , 2012, Pages

Automated remote sensing image classification method based on FCM and SVM

Author keywords

Fuzzy c Means clustering; Mixed pixel; Remote sensing image; Support vector machines

Indexed keywords

CLASSIFICATION ACCURACY; FCM ALGORITHM; FUZZY C MEAN; FUZZY C MEANS CLUSTERING; HIGHER EFFICIENCY; LANDSAT TM DATA; MEMBERSHIP MATRIX; MIXED PIXEL; REMOTE SENSING IMAGE CLASSIFICATION; REMOTE SENSING IMAGES; SUPERVISED CLASSIFICATION; SVM CLASSIFIERS; TRAINING SAMPLE; UNSUPERVISED CLASSIFICATION;

EID: 84866676050     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RSETE.2012.6260418     Document Type: Conference Paper
Times cited : (6)

References (10)
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  • 2
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    • (2004) Pattern Recogn Ition Letters , vol.25 , pp. 1067-1074
    • Mitra, P.1    Uma, S.B.2    Sankar, K.P.3
  • 5
    • 3042654673 scopus 로고    scopus 로고
    • A relative evaluation of multiclass image classification by support vector machines
    • Foody, G. M. and A. Mathur, A relative evaluation of multiclass image classification by support vector machines, IEEE Transactions on Geoscience and Remote Sensing, vol. 42(6), pp. 1335-1343, 2004.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , Issue.6 , pp. 1335-1343
    • Foody, G.M.1    Mathur, A.2
  • 6
    • 0021583718 scopus 로고
    • FCM: The fuzzy c-means clustering algorithm
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    • Bezdek, J.1
  • 7
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    • Support-vector networks
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  • 9
    • 0030135691 scopus 로고    scopus 로고
    • Approaches for the production and evaluation of fuzzy land cover classifications from remotely-sensed data
    • Foody and G. M., Approaches for the production and evaluation of fuzzy land cover classifications from remotely-sensed data, International, Journal of Remote Sensing, vol. 17(7), pp. 1317-1340, 1996.
    • (1996) International, Journal of Remote Sensing , vol.17 , Issue.7 , pp. 1317-1340
    • Foody, G.M.1
  • 10
    • 4544272407 scopus 로고    scopus 로고
    • Toward intelligent training of supervised image classifications: Directing training data acquisition for SVM classification
    • Foody, G. M. and A. Mathur Toward intelligent training of supervised image classifications: Directing training data acquisition for SVM classification, Remote Sensing of Environment, vol. 93, pp. 107-117, 2004.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 107-117
    • Foody, G.M.1    Mathur, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.