%0 Journal Article
%T An Overview of Performance Evaluation in Content-based Image Retrieval<br>基于内容的图像检索系统性能评价
%A WEI N
%A GENG Guo-hu
%A ZHOU Ming-quan
%A <br>韦娜
%A 耿国华
%A 周明全
%J 中国图象图形学报
%D 2004
%I 
%X Promoted by the professional and diverse demands of image retrieval, the technique of content-based image retrieval (CBIR) becomes more mature. More and more commercial and scientific research systems are developed. As any technique is promoted by the performance evaluation of corresponding research area, for the development of effective image retrieval applications it is imperative to study the standard of performance evaluation in content-based image retrieval. Problems such as a common image database for performance comparison and a means of getting correlation judgement for queries are explained. This paper presents a review of the methods of performance evaluation in content-based image retrieval proposed in the literatures and tries to figure out the developing direction in the future. This paper also recommends that the content-based retrieval research community should establish a standard test-bed for evaluating image retrieval effectiveness. Further work needs to be done to better involve users in the evaluation process because the ultimate aim is to measure the usefulness of a system for a user. Interactive performance evaluations including several levels of feedback and user interaction need to be developed.
%K performance evaluation
%K content-based image retrieval(CBIR)<br>基于内容的图像检索
%K CBIR
%K 大规模数据库
%K 商用
%K 交互式
%K 测试数据
%K 系统性能评价
%K 相关性
%K 综述
%K 获取
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=F69404C52DE3AD92&yid=D0E58B75BFD8E51C&vid=9CF7A0430CBB2DFD&iid=708DD6B15D2464E8&sid=D845E8AF37655FBD&eid=C700F38C49C581D7&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=17&reference_num=35