Concepedia

The use of small training sets containing mixed pixels for accurate hard image classification: Training on mixed spectral responses for classification by a SVM

Giles M. Foody, Ajay Mathur

Remote Sensing of Environment · 2006 · 409 citations · 31 references

Concepts

Data ClassificationImage ClassificationImage AnalysisMachine LearningData ScienceMachine VisionPattern RecognitionMixed PixelsBiometricsMixed Spectral ResponsesEngineeringClassifier SystemMedical Image ComputingUnified ClassificationComputer VisionOptical Image Recognition

References

31

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 39.8K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 31.8K citations · Full text

Classification of hyperspectral remote sensing images with support vector machines

Farid Melgani, Lorenzo Bruzzone · IEEE Transactions on Geoscience and Remote Sensing · 2004 · 4.2K citations

Engineering, Machine Learning, Multispectral Imaging +21

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Data Classification, Statistical Learning, Engineering +5

An assessment of support vector machines for land cover classification

Chenn‐Jung Huang, Larr S. Davis, J. R. Townshend · International Journal of Remote Sensing · 2002 · 1.8K citations

Engineering, Machine Learning, Land Use +21