메뉴 건너뛰기




Volumn 5519 LNCS, Issue , 2009, Pages 52-61

Multiple classifier combination for hyperspectral remote sensing image classification

Author keywords

Bagging; Boosting; Classifier ensemble; Evidence theory; Hyperspectral remote sensing; Multiple classifier combination

Indexed keywords

BAGGING; BOOSTING; CLASSIFIER ENSEMBLE; EVIDENCE THEORY; HYPERSPECTRAL REMOTE SENSING; MULTIPLE CLASSIFIER COMBINATION;

EID: 70349425996     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02326-2_6     Document Type: Conference Paper
Times cited : (10)

References (22)
  • 1
    • 63749096724 scopus 로고    scopus 로고
    • Dimension Reduction of Self-organized Neural Network Classification for Multi-band Satellite Data
    • Ha, S., Ma, J.W., Li, Q.Q., et al.: Dimension Reduction of Self-organized Neural Network Classification for Multi-band Satellite Data. Geomatics and Information Science of Wuhan University (5), 461-466 (2004)
    • (2004) Geomatics and Information Science of Wuhan University , pp. 461-466
    • Ha, S.1    Ma, J.W.2    Li, Q.Q.3
  • 2
    • 0031098234 scopus 로고    scopus 로고
    • ART Neural Networks for Remote Sensing: Vegetation Classification from Landsat TM and Terrain Data
    • Carpenter, G.A., Gjaja, M.N., Gopal, S.: ART Neural Networks for Remote Sensing: Vegetation Classification from Landsat TM and Terrain Data. IEEE Transactions on Geoscience and Remote Sensing (3), 308-325 (1997)
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.3 , pp. 308-325
    • Carpenter, G.A.1    Gjaja, M.N.2    Gopal, S.3
  • 3
    • 40449136502 scopus 로고    scopus 로고
    • Unmixing Based on Radial Basis Function Neural Network
    • Zhang, Y., Shao, M.Z.: Unmixing Based on Radial Basis Function Neural Network. Journal of Remote Sensing (7), 285-288 (2002)
    • (2002) Journal of Remote Sensing , vol.7 , pp. 285-288
    • Zhang, Y.1    Shao, M.Z.2
  • 5
    • 67650259048 scopus 로고    scopus 로고
    • Study on Multi-source Remote Sensing Images Classification with SVM
    • He, M.L., Sheng, Z.Q., Kong, F.S., et al.: Study on Multi-source Remote Sensing Images Classification with SVM. Journal of Image and Graphics (4), 648-654 (2007)
    • (2007) Journal of Image and Graphics , vol.4 , pp. 648-654
    • He, M.L.1    Sheng, Z.Q.2    Kong, F.S.3
  • 6
    • 70349422082 scopus 로고    scopus 로고
    • Fusion of Support Vector Machines for Classifying SAR and Multispectral Imagery from Agricultural Areasm
    • Waske, B., Menz, G., Benediktsson, J.A.: Fusion of Support Vector Machines for Classifying SAR and Multispectral Imagery from Agricultural Areasm. In: IEEE Geoscience and Remote Sensing Symposium, pp. 4842-4845 (2007)
    • (2007) IEEE Geoscience and Remote Sensing Symposium , pp. 4842-4845
    • Waske, B.1    Menz, G.2    Benediktsson, J.A.3
  • 7
    • 34447632902 scopus 로고    scopus 로고
    • Remote Sensing Image Classification Based on Artificial Immune System
    • Zhang, Y.F., Zhang, L.P., Gong, J.Y., et al.: Remote Sensing Image Classification Based on Artificial Immune System. Journal of Remote Sensing (7), 374-380 (2005)
    • (2005) Journal of Remote Sensing , vol.7 , pp. 374-380
    • Zhang, Y.F.1    Zhang, L.P.2    Gong, J.Y.3
  • 8
    • 33947591833 scopus 로고    scopus 로고
    • A survey of image classification methods and techniques for improving classification performance
    • Lu, D., Weng, Q.: A survey of image classification methods and techniques for improving classification performance. International Journal of Remote Sensing 28(3), 823-870 (2007)
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.3 , pp. 823-870
    • Lu, D.1    Weng, Q.2
  • 9
    • 0034482007 scopus 로고    scopus 로고
    • Combining Multiple Classifiers: An Application Using Spatial and Remotely Sensed Information for Land Cover Type Mapping
    • Steele, B.M.: Combining Multiple Classifiers: An Application Using Spatial and Remotely Sensed Information for Land Cover Type Mapping. In: Remote Sensing of Environment, pp. 545-556 (2000)
    • (2000) Remote Sensing of Environment , pp. 545-556
    • Steele, B.M.1
  • 12
    • 49249138484 scopus 로고    scopus 로고
    • Combining Multiple Classifiers for Thematic Classification of Remotely Sensed Data
    • Bo, Y.C., Wang, J.F.: Combining Multiple Classifiers for Thematic Classification of Remotely Sensed Data. Journal of Remote Sensing (5), 555-564 (2005)
    • (2005) Journal of Remote Sensing , vol.5 , pp. 555-564
    • Bo, Y.C.1    Wang, J.F.2
  • 15
    • 34748885521 scopus 로고    scopus 로고
    • Increasing soft classification accuracy through the use of an ensemble of classifiers
    • Doan, H.T.X., Foody, G.M.: Increasing soft classification accuracy through the use of an ensemble of classifiers. International Journal of Remote Sensing (10), 4609-4623 (2007)
    • (2007) International Journal of Remote Sensing , vol.10 , pp. 4609-4623
    • Doan, H.T.X.1    Foody, G.M.2
  • 17
    • 37249003229 scopus 로고    scopus 로고
    • Benediktsson, J.A., Chanussot, J., Fauvel, M.: Multiple classifiers in remote sensing: from basics to recent developments. In: Haindl, M., Kittler, J., Roli, F. (eds.) MCS 2007. LNCS, 4472, pp. 501-512. Springer, Heidelberg (2007)
    • Benediktsson, J.A., Chanussot, J., Fauvel, M.: Multiple classifiers in remote sensing: from basics to recent developments. In: Haindl, M., Kittler, J., Roli, F. (eds.) MCS 2007. LNCS, vol. 4472, pp. 501-512. Springer, Heidelberg (2007)
  • 20
    • 33846007269 scopus 로고    scopus 로고
    • Multiple support vector machines for land cover change detection: An application for mapping urban extensions
    • Hassiba, N., Youcef, C.: Multiple support vector machines for land cover change detection: An application for mapping urban extensions. ISPRS Journal of Photogrammetry & Remote Sensing (61), 125-133 (2006)
    • (2006) ISPRS Journal of Photogrammetry & Remote Sensing , vol.61 , pp. 125-133
    • Hassiba, N.1    Youcef, C.2
  • 22
    • 2542640342 scopus 로고    scopus 로고
    • A New Combination Rules of Evidence Theory
    • Sun, Q., Ye, X.Q., Gu, W.K.: A New Combination Rules of Evidence Theory. Acta Electronica Sinica (8), 117-119 (2000)
    • (2000) Acta Electronica Sinica , vol.8 , pp. 117-119
    • Sun, Q.1    Ye, X.Q.2    Gu, W.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.