On the use of small training sets for neural network-based characterization of mixed pixels in remotely sensed hyperspectral images

The use of small training sets containin

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 📂 Article 📅 2006 🏛 Elsevier Science 🌐 English ⚖ 388 KB

The accuracy of a supervised image classification is a function of the training data used in its generation. It is, therefore, critical that the training stage of a supervised classification is designed to provide the necessary information. Guidance on the design of the training stage of a classific