메뉴 건너뛰기




Volumn 40, Issue 2, 2012, Pages 191-200

A Hierarchical Hybrid SVM Method for Classification of Remotely Sensed Data

Author keywords

Edge detection; Morphological profile operators; Spectral spatial classification; Support vector machine (SVM); Vector ordered statistics

Indexed keywords

ACCURACY ASSESSMENT; ALGORITHM; COMPUTER SIMULATION; IMAGE CLASSIFICATION; MATHEMATICAL ANALYSIS; PIXEL; REMOTE SENSING; SATELLITE DATA; SPECTRAL ANALYSIS;

EID: 84859156853     PISSN: 0255660X     EISSN: 09743006     Source Type: Journal    
DOI: 10.1007/s12524-011-0149-4     Document Type: Article
Times cited : (4)

References (23)
  • 1
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: a unifying approach for margin classifiers
    • Allwein, E. L., Schapire, R. E., & Singer, Y. (2001). Reducing multiclass to binary: a unifying approach for margin classifiers. Journal of Machine Learning Research, 1, 113-141.
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 2
    • 17644401546 scopus 로고
    • AVIRIS. (data set)andftp://ftp.ecn.purdue.edu/biehl/Multispec/ThyFiles.zip(ground truth). Accessed 24 Jan 2011
    • AVIRIS (1992). AVIRIS NW Indiana's Indian Pines 1992 data set. ftp://ftp. ecn. purdue. edu/biehl/Multispec/92AV3C. lan (data set) and ftp://ftp. ecn. purdue. edu/biehl/Multispec/ThyFiles. zip (ground truth). Accessed 24 Jan 2011.
    • (1992) AVIRIS NW Indiana's Indian Pines 1992 data set
  • 6
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • Crammer, K., & Singer, Y. (2001). On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research, 2, 265-292.
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 8
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error correcting output codes
    • Dietterich, T. G., & Bakiri, G. (1995). Solving multiclass learning problems via error correcting output codes. Journal of Artificial Intelligence Research, 2, 263-286.
    • (1995) Journal of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 9
    • 33646863860 scopus 로고    scopus 로고
    • A morphological gradient approach to color edge detection
    • Evans, A., & Liu, X. (2006). A morphological gradient approach to color edge detection. IEEE Transactions on Image Processing, 15(6), 1454-1463.
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.6 , pp. 1454-1463
    • Evans, A.1    Liu, X.2
  • 11
    • 3042654673 scopus 로고    scopus 로고
    • A relative evaluation of multiclass Image classification by support vector machines
    • Foody, G. M., & Mathur, A. (2004). A relative evaluation of multiclass Image classification by support vector machines. IEEE Transactions on Geoscience and Remote Sensing, 42, 1335-1343.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1335-1343
    • Foody, G.M.1    Mathur, A.2
  • 13
    • 0002714543 scopus 로고    scopus 로고
    • Making large scale SVM learning practical
    • B. Scholkopf, C. Burges, and A. Smola (Eds.), New York: MIT Press
    • Joachims, T. (1998). Making large scale SVM learning practical. In B. Scholkopf, C. Burges, & A. Smola (Eds.), Advances in Kernel methods-support vector learning. New York: MIT Press.
    • (1998) Advances in Kernel Methods-Support Vector Learning
    • Joachims, T.1
  • 16
    • 14644435059 scopus 로고    scopus 로고
    • Dimensionality reduction and classification of hyperspectral image data using sequence of extended morphological transformations
    • Plaza, A., Martinez, P., Plaza, J., & Perez, R. (2005). Dimensionality reduction and classification of hyperspectral image data using sequence of extended morphological transformations. IEEE Transactions on Geoscience and Remote Sensing, 43, 466-479.
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , pp. 466-479
    • Plaza, A.1    Martinez, P.2    Plaza, J.3    Perez, R.4
  • 22
    • 0003425673 scopus 로고    scopus 로고
    • U. K.: Royal Holloway, University of London. Technical Report CSD-TR-98-04
    • Weston, J., & Watkins, C. (1998). Multi-class support vector machines. U. K.: Royal Holloway, University of London. Technical Report CSD-TR-98-04.
    • (1998) Multi-class support vector machines
    • Weston, J.1    Watkins, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.