%0 Journal Article
%T Review for computational image aesthetics<br>可计算图像美学研究进展
%A Wang Weining
%A Yi Jingjian
%A He Qianhua
%A <br>王伟凝
%A 蚁静缄
%A 贺前华
%J 中国图象图形学报
%D 2012
%I 
%X The purpose of the computational image aesthetics research is to endow computer with the ability to assess the aesthetics value of images as human beings do. The results can be used in many fields, for example semantic-based image retrieval, fusing the subjective perception, image aesthetics evaluation, image aesthetics retouching, photograph aesthetics prediction, art works style analysis and man-machine interaction. Computational image aesthetics is a new interdisciplinary advanced topic with good developing prospect, while it involves different subjects, including Aesthetics, Art, Cognitive Science, Computer Science, Psychology, and so on. In this paper, the latest achievements of the computation image aesthetics research are introduced at first, then a general framework of the computational image aesthetics is proposed after the analysis and summary of methods commonly applied in this field. Additionally,we point out the exiting problems and we discuss including image aesthetics measurement, extraction of aesthetics vision features, aesthetics deduction, and also the application and future developments of image aesthetics. Furthermore, some crucial solutions are pointed out to solve the exiting problems.
%K image aesthetics
%K aesthetics vision features
%K aesthetics measure
%K aesthetics classification<br>图像美学
%K 美学视觉特征
%K 美学度量
%K 美学分类
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=0EB9A27D923E9166867E84C9D8E0CEE6&yid=99E9153A83D4CB11&vid=BCA2697F357F2001&iid=5D311CA918CA9A03&sid=3DC9CEF02B8360EE&eid=E23857687CD2EE51&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=0&reference_num=41