Visual ontology construction for digitized art image retrieval
文献类型：期刊论文
| 作者 | Jiang, SQ; Du, J; Huang, QM; Huang, TJ; Gao, W |
| 刊名 | Journal of computer science and technology
 |
| 出版日期 | 2005-11-01 |
| 卷号 | 20期号:6页码:855-860 |
| 关键词 | Ontology design Image/video retrieval Image database |
| ISSN号 | 1000-9000 |
| 通讯作者 | Jiang, sq(sqjiang@jdl.ac.cn) |
| 英文摘要 | Current investigations on visual information retrieval are generally content-based methods. the significant difference between similarity in low-level features and similarity in high-level semantic meanings is still a major challenge in the area of image retrieval. in this work, a scheme for constructing visual ontology to retrieve art images is proposed. the proposed ontology describes images in various aspects, including type & style, objects and global perceptual effects. concepts in the ontology could be automatically derived. various art image classification methods are employed based on low-level image features. non-objective semantics are introduced, and how to express these semantics is given. the proposed ontology scheme could make users more naturally find visual information and thus narrows the "semantic gap". experimental implementation demonstrates its good potential for retrieving art images in a human-centered manner. |
| WOS关键词 | PICTURES |
| WOS研究方向 | Computer Science |
| WOS类目 | Computer Science, Hardware & Architecture ; Computer Science, Software Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000233343300014 |
| 出版者 | SCIENCE PRESS |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2378203 |
| 专题 | 中国科学院大学 |
| 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.Chinese Acad Sci, Res Ctr Digital Media, Grad Sch, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jiang, SQ,Du, J,Huang, QM,et al. Visual ontology construction for digitized art image retrieval[J]. Journal of computer science and technology,2005,20(6):855-860. |
| APA | Jiang, SQ,Du, J,Huang, QM,Huang, TJ,&Gao, W.(2005).Visual ontology construction for digitized art image retrieval.Journal of computer science and technology,20(6),855-860. |
| MLA | Jiang, SQ,et al."Visual ontology construction for digitized art image retrieval".Journal of computer science and technology 20.6(2005):855-860. |
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来源：中国科学院大学
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