Categorizing traditional Chinese painting images

	Categorizing traditional Chinese painting images
	Jiang, SQ ; Huang, TJ
	2004
发表期刊	ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 1, PROCEEDINGS
ISSN	0302-9743
卷号	3331 页码:1-8
摘要	Traditional Chinese painting ("Guohua") is the gem of Chinese traditional arts. More and more Guohua images are digitized and exhibited on the Internet. Effectively browsing and retrieving them is an important problem need to be addressed. This paper proposes a method to categorize them into Gongbi and Xieyi schools, which are two basic types of traditional Chinese paintings. A new low-level feature called edge-size histogram is proposed and used to achieve such a high level classification. Autocorrelation texture feature is also used. Our method based on SVM classifier achieves a classification accuracy of over 94% on a 3688 traditional Chinese painting database.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems ; Computer Science, Theory & Methods
WOS记录号	WOS:000226023600001
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：3[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13845
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Jiang, SQ
作者单位	1.Chinese Acad Sci, Digital Media Lab, Inst Comp Technol, Beijing 100080, Peoples R China 2.Grad Sch Sci, Res Ctr Digital Media, Beijing 100039, Peoples R China
推荐引用方式 GB/T 7714	Jiang, SQ,Huang, TJ. Categorizing traditional Chinese painting images[J]. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 1, PROCEEDINGS,2004,3331:1-8.
APA	Jiang, SQ,&Huang, TJ.(2004).Categorizing traditional Chinese painting images.ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 1, PROCEEDINGS,3331,1-8.
MLA	Jiang, SQ,et al."Categorizing traditional Chinese painting images".ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 1, PROCEEDINGS 3331(2004):1-8.