%0 Journal Article
%T Extraction of color semantic feature and application in image classification<br>颜色语义特征描述提取及其在图像分类中的应用
%A Jia Yu
%A Feng Zhiyong
%A Chen Zhihong
%A Yu Yongxin
%A <br>贾宇
%A 冯志勇
%A 陈祉宏
%A 于永新
%J 中国图象图形学报
%D 2011
%I 
%X Aiming at overcoming the semantic gap between low-level features and high-level semantic concepts of images and to improve the precision of image classification, we propose an approach to construct a color semantic feature to map low-level features to semantically meaningful categories. Color features are extracted first and then a semantic network containing a set of color concepts and related objects is build. Finally,a color semantic 3-tuple is being constructed.The proposed method can not only get better results in image classification, but is also more robust.
%K semantic gap
%K semantic network
%K image classification
%K semantic feature<br>语义鸿沟
%K 语义网络
%K 图像分类
%K 语义特征
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=2B168B6160CED65F4A055324C756C77F&yid=9377ED8094509821&vid=7801E6FC5AE9020C&iid=F3090AE9B60B7ED1&sid=EC06C22A73BC2956&eid=B56549D8EAA47873&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=0&reference_num=0