Institute of Computing Technology, Chinese Academy IR
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 | |
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. |
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