Research and Implement of Decision Tree Classifier in Remote Sensing Image Based on VC
Xianlin Liu · Remote Sensing Information · 2006
In view of the low effect of the traditional classification when dealing with remote sensing data that has complex spatial distribution,combining with the tree-classification technology which adopts the layer concept,this paper applies the Classification and Regression Tree(CART) algorithm to the remote sensing image classification.It is robust and has better flexibility and simple and clear class structure,while it achieves better classification effect.A special data structure is designed to realize this classification system which developed by VC++.Practice shows that this system has good stability,alternateness and strong practicability.