%0 Journal Article
%T Image Representation Using Bag-of-phrases<br>基于Bag-of-phrases的图像表示方法
%A ZHANG Lin-Bo
%A WANG Chun-Heng
%A XIAO Bai-Hua
%A SHAO Yun-Xue
%A <br>张琳波
%A 王春恒
%A 肖柏华
%A 邵允学
%J 自动化学报
%D 2012
%I 
%X Bag-of-words representation, with which an image is represented as a histogram of the numbers of occurrences of particular visual words,has demonstrated impressive levels of performance in the past few years. However, the relative position information between the visual words are almost entirely ignored. In this paper, the potential strength of this relative position information is investigated and a new kind of representation named Bag-of-phrases is proposed.The effectiveness of this strategy is validated on two benchmark databases. The classification results demonstrate that our Bad-of-phrases strategy can achieve better results compared to Bad-of-words method.
%K 图像表示
%K 空间排列
%K Bag-of-words
%K Bag-of-phrases
%K SIFT描述子
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=E76622685B64B2AA896A7F777B64EB3A&aid=7541B02586A94E58C9BD531A39153CA2&yid=99E9153A83D4CB11&vid=16D8618C6164A3ED&iid=CA4FD0336C81A37A&sid=D997634CFE9B6321&eid=318E4CC20AED4940&journal_id=0254-4156&journal_name=自动化学报&referenced_num=0&reference_num=27