%0 Journal Article %T Research and Implementation of Classification in Remote Sensing Image Based on Decision Tree Algorithm
基于决策树算法的遥感图像分类研究与实现* %A LUO Lai-ping %A GONG Hui-li %A LIU Xian-lin %A
罗来平 %A 宫辉力 %A 刘先林 %J 计算机应用研究 %D 2007 %I %X In allusion to the traditional classification's shortcoming of low effect when dealing with remote sensing data that has complex spatial-character distributing,combining with tree-classification technology which using delaminating method,Classification and Regression Tree(CART) algorithm is improved,which is used largely in data mining.And an algorithm based on human-computer interaction is put forward,which is applied to remote sensing image classification with better flexibility and robust,also with simple and clear class structure,having achieved better classified effect.And a special data structure is designed to realize this classifying system in(VC ).Practice show that this system has good stability,alternateness and strong practicability. %K Decision Tree %K Algorithm %K Image Classification %K Remote Sensing %K (VC %K )
决策树 %K 算法 %K 图像分类 %K 遥感 %K VC++ %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=343459AF1736CA69BA2BED2EEDD4E9AD&yid=A732AF04DDA03BB3&vid=B91E8C6D6FE990DB&iid=CA4FD0336C81A37A&sid=334E2BB8B9A55ABB&eid=79D2EF35F60110C2&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=2&reference_num=16