| 基于语义矩阵的图像检索相关反馈技术 |
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| 引用本文： | 王南,赵捧未,刘怀亮,马志辉,张治国.基于语义矩阵的图像检索相关反馈技术[J].情报理论与实践,2008,31(1):129-133. |
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| 作者姓名： | 王南 赵捧未 刘怀亮 马志辉 张治国 |
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| 作者单位： | 西安电子科技大学,经济管理学院,陕西,西安,7113071 |
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| 摘 要： | 针对基于语义网络的图像检索中的过反馈问题,本文提出了将语义网络转换为语义矩阵,采用基于多用户相关反馈的投票机制,可有效地克服过反馈.在此基础上提出了一种新颖的新图添加策略和处理语义向量查询的有效方法,最后指出了还需进一步研究的问题.
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| 关 键 词： | 图像检索 语义网 语义矩阵 相关反馈 |
| 收稿时间： | 2007-09-14 |
| 修稿时间： | 2007年9月14日 |
Relevance Feedback Technology for Image Retrieval Based on Semantic Matrix |
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| Wang Nan et al..Relevance Feedback Technology for Image Retrieval Based on Semantic Matrix[J].Information Studies:Theory & Application,2008,31(1):129-133. |
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| Authors: | Wang Nan |
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| Abstract: | To solve the problem of overfull feedback during image retrieval based on semantic network, this paper proposes to convert semantic network into semantic matrix, and utilizes a voting mechanism based on multi -user relevance feedback to effectively overcome overfull feedback. Based on the semantic matrix and voting mechanism, a novel strategy of adding new images into the retrieval system is brought forward, and an effective method of dealing with queries in the form of semantic vector is proposed. Finally, the paper puts forward the issues for further study. |
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| Keywords: | image retrieval semantic network semantic matrix relevance feedback |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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