%0 Journal Article
%T Moving shadow removal based on invariant texture feature
基于局部纹理不变性的运动阴影去除算法
%A HU Yuan-yuan
%A WANG Rang-dingFaculty of Information Science
%A Technology
%A Ningbo University
%A Ningbo Zhejiang
%A China
%A
胡园园
%A 王让定
%J 计算机应用
%D 2008
%I
%X Moving shadows cause serious problem while segmenting and extracting foreground from video sequences, due to the misclassification of moving shadow as foreground. In order to detect the moving objects accurately, a method based on the similarity between little textured patches was proposed to remove the moving shadows. Firstly, the potential shadows were detected by analyzing the intensity and color properties. Secondly, the shadow detection approach was improved by evaluating the textural similarity between the current frame and the corresponding background model. Finally, the geometric heuristics were imposed to further improve the performance. Experimental results on both indoor and outdoor scenes exhibit that the proposed method succeeds in removing shadows robustly and achieves real-time performance.
%K background subtraction
%K moving object detection
%K shadow removal
%K Local Binary Pattern (LBP)
背景差分
%K 运动目标检测
%K 阴影去除
%K 局部二值模式
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=831E194C147C78FAAFCC50BC7ADD1732&aid=C750CCC4669AF882201F4019AF1F1F35&yid=67289AFF6305E306&vid=D3E34374A0D77D7F&iid=59906B3B2830C2C5&sid=7B9C09EE391A7996&eid=56B97027A6DDBDDD&journal_id=1001-9081&journal_name=计算机应用&referenced_num=1&reference_num=8