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Original Articles

Enhanced duckweed detection using bootstrapped SVM classification on medium resolution RGB MODIS imagery

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Pages 5595-5604 | Received 21 Sep 2006, Accepted 31 Jan 2008, Published online: 20 Sep 2008

References

  • Azimi‐Sadjani , M. and Zekavat , S. 2000 . Cloud classification using support vector machines. . Geoscience and Remote Sensing Symposium , 2 : 669 – 671 .
  • Brown , M. , Lewis , H. and Gunn , S. 2000 . Linear spectral mixture models and support vector machines for remote sensing. . IEEE Transactions on Geoscience and Remote Sensing , 38 : 2346 – 2360 .
  • Burges , C. 1998 . A tutorial on support vector machines for pattern recognition. . Data Mining and Knowledge Discovery , 2 : 121 – 167 .
  • Cortes , C. and Vapnik , V. 1995 . Support‐vector networks. . Machine Learning , 20 : 273 – 297 .
  • Foody , G. M. 2004 . Thematic map comparison: evaluating the statistical significance of differences in classification accuracy. . Photogrammetric Engineering and Remote Sensing , 70 : 627 – 633 .
  • Foody , G. M. and Mathur , A. 2004 . A relative evaluation of multiclass image classification by support vector machines. . IEEE Transactions on Geoscience and Remote Sensing , 42 : 1335 – 1343 .
  • Freund , Y. and Schapire , R. 1999 . Large margin classification using the perceptron algorithm. . Machine Learning , 37 : 277 – 296 .
  • Fukuda , S. and Hirosawa , H. 2001 . Support vector machine classification of land cover: application to polarimetric SAR data. . Geoscience and Remote Sensing Symposium , 1 : 187 – 189 .
  • Gualtieri , A. 2003 . Hyperspectral analysis, the support vector machine, and land and benthic habitats. . IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data , 1 : 354 – 363 .
  • Huang , C. , Davis , L. S. and Townshend , J. R. G. 2002 . An assessment of support vector machines for land cover classification. . International Journal of Remote Sensing , 23 : 725 – 749 .
  • Lee , Y. , Wahba , G. and Ackerman , S. 2004 . Cloud classification of satellite radiance data by multicategory support vector machines. . Journal of Atmospheric and Oceanic Technology , 21 : 159 – 169 .
  • Li , J. and Narayanan , R. 2004 . Integrated spectral and spatial information mining in remote sensing imagery. . IEEE Transactions on Geoscience and Remote Sensing , 42 : 673 – 685 .
  • Pardi , G. P. 1983 . Cone shaped hypolimnion and local reactor as outstanding features in eutrophication of lake Maracaibo. . Journal of Great Lakes Research , 9 : 439 – 451 .
  • Saradhi , V. and Karnik , H. Improved SVM performance through bootstrapping. Proceedings of the National Conference on Image Processing , 13 April 2005

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