%0 Journal Article
%T The Algorithm for Removing Thick Clouds in Remote Sensing Image based on Support Vector Machine<br>基于支持向量机的遥感图像厚云去除算法
%A TANG Wangqin
%A LIANG Dong
%A HU Gensheng
%A MA Xueliang
%A HANG Danping
%A <br>唐王琴
%A 梁栋
%A 胡根生
%A 马雪亮
%A 杭丹萍
%J 遥感技术与应用
%D 2011
%I 
%X Thick cloud in remote sensing image greatly reduce the utilization of the images.Using the ability of support vector machine to capture the edge points and image fusion scheme,in this paper,the algorithm based on support vector machine is presented to remove thick clouds in remote sensing image.First of all,support vector value contourlet transform is constructed and the images are decomposed.Then cloud detection and image fusion are carried out.Finally the reconstructed images are got by support vector value contourlet inverse transform.The experimental results reveal that the algorithm can achieve satisfactory result for the remote sensing images with the thick clouds but no overlapping in cloud.Not only the edge information of image is preserved but also the problem of residual clouds is resolved effectively.
%K Support Vector Machinezz
%K Cloud detectionzz
%K Thick cloud removalzz
%K Image fusionzz<br>支持向量机
%K 云层检测
%K 厚云去除
%K 图像融合
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=6F56B81324C1B239DA82AE08A4344F0C&aid=FD8751236AD2B95E484E25FC436E83B4&yid=9377ED8094509821&vid=96C778EE049EE47D&iid=CA4FD0336C81A37A&sid=480C51B1F0CE0AB6&eid=8477411EEDB08A86&journal_id=1004-0323&journal_name=遥感技术与应用&referenced_num=0&reference_num=15