Lanzhou University of Technology Institutional Repository （LUT_IR）
| Image retrieval based-on FCA | |
| Yang, Jia; Zhang, Yuanping; Tang, Mingzhu; Zhu, Xiaoli | |
| 2008-04-01 | |
| 发表期刊 | Journal of Computational Information Systems
 |
| ISSN | 15539105 |
| 卷号 | 4期号:2页码:467-474 |
| 摘要 | This paper proposes a novel image retrieval method based-on Formal Concept Analysis which makes a faster retrieval in image database. First extract a set of candidate classes for the query using the membership function of fuzzy mathematic. Based-on FCA, each query is represented by an individual concept lattice. Through concept match to decide how similar the nodes in a query concept lattice are to the nodes in an image concept lattice of candidate classes. Output the images ordered by the similarity degree. The time needed for returning retrieval results and effectiveness of our method is demonstrated with experimental results on image collections. |
| 关键词 | Database systems Feature extraction Formal methods Membership functions Pattern matching Query processing Formal concept analysis Similarity measure |
| 收录类别 | EI |
| 语种 | 英语 |
| 出版者 | Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States |
| EI入藏号 | 20081811231563 |
| EI主题词 | Image retrieval |
| EI分类号 | 723.2 Data Processing and Image Processing - 723.3 Database Systems - 723.5 Computer Applications - 903.1 Information Sources and Analysis - 921 Mathematics |
| 来源库 | Compendex |
| 分类代码 | 723.2 Data Processing and Image Processing - 723.3 Database Systems - 723.5 Computer Applications - 903.1 Information Sources and Analysis - 921 Mathematics |
| 文献类型 | 期刊论文 |
| 条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/111864 |
| 专题 | 兰州理工大学 |
| 作者单位 | School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China |
| 第一作者单位 | 兰州理工大学 |
| 第一作者的第一单位 | 兰州理工大学 |
| 推荐引用方式 GB/T 7714 | Yang, Jia,Zhang, Yuanping,Tang, Mingzhu,et al. Image retrieval based-on FCA[J]. Journal of Computational Information Systems,2008,4(2):467-474. |
| APA | Yang, Jia,Zhang, Yuanping,Tang, Mingzhu,&Zhu, Xiaoli.(2008).Image retrieval based-on FCA.Journal of Computational Information Systems,4(2),467-474. |
| MLA | Yang, Jia,et al."Image retrieval based-on FCA".Journal of Computational Information Systems 4.2(2008):467-474. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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