A graph-based image annotation framework
文献类型：期刊论文
| 作者 | Liu, Jing1 ; Wang, Bin2; Lu, Hanqing1; Ma, Songde1
|
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 2008-03-01 |
| 卷号 | 29期号:4页码:407-415 |
| 关键词 | image annotation annotation refinement graph learning image relation word relation |
| 英文摘要 | Automatic image annotation is crucial for keyword-based image retrieval because it can be used to improve the textual description of images. In this paper, we propose a unified framework for image annotation, which contains two kinds of learning processes and incorporates three kinds of relations among images and keywords. In addition, we propose some improvements on its components, i.e. a reinforced image-to-image relation; a combined word-to-word relation; and a progressive learning method. Experiments on the Corel dataset demonstrate their effectiveness. We also show that many existing image annotation algorithms can be formulated into this framework and present an experimental comparison among these algorithms to evaluate their performance comprehensively. (c) 2007 Elsevier B.V. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000253518900003 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9661]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China 2.Univ Sci & Technol China, Hefei 230027, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu, Jing,Wang, Bin,Lu, Hanqing,et al. A graph-based image annotation framework[J]. PATTERN RECOGNITION LETTERS,2008,29(4):407-415. |
| APA | Liu, Jing,Wang, Bin,Lu, Hanqing,&Ma, Songde.(2008).A graph-based image annotation framework.PATTERN RECOGNITION LETTERS,29(4),407-415. |
| MLA | Liu, Jing,et al."A graph-based image annotation framework".PATTERN RECOGNITION LETTERS 29.4(2008):407-415. |
入库方式： OAI收割
来源：自动化研究所
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