Ajay Mathur

A relative evaluation of multiclass image classification by support vector machines

Giles M. Foody, Ajay Mathur · IEEE Transactions on Geoscience and Remote Sensing · 2004 · 1K citations · Full text

Engineering, Machine Learning, Biometrics +23

Toward intelligent training of supervised image classifications: directing training data acquisition for SVM classification

Giles M. Foody, Ajay Mathur · Remote Sensing of Environment · 2004 · 611 citations

Data Classification, Support Vector Machine, Image Classification +14

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

Data Classification, Image Classification, Image Analysis +13

Multiclass and Binary SVM Classification: Implications for Training and Classification Users

Ajay Mathur, Giles M. Foody · IEEE Geoscience and Remote Sensing Letters · 2008 · 381 citations

Classification Users, Engineering, Machine Learning +25

Training set size requirements for the classification of a specific class

Giles M. Foody, Ajay Mathur, Carolina Sanchez‐Hernandez et al. · Remote Sensing of Environment · 2006 · 292 citations

Data Classification, Classification Method, Pattern Recognition +3