Emotion-based image retrieval using multiple-queries and consistency feedback
Emotion-based image retrieval using multiple-queries and consistency feedback
复制标题
使用多重查询和一致性反馈的基于情感的图像检索
DOI：
10.1109/indin.2008.4618369
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发表时间：
2008
期刊：
影响因子：
--
通讯作者：
Joon
中科院分区：
文献类型：
--
作者：
Eun;Joon
本文提出了一种基于用户情感的有效图像检索方法。现有的基于情感/内容的图像检索使用单个查询图像，通过移动查询点或更新权重等方法反映用户的检索意图。然而，由于情感因素复杂，这些方法都存在检索的局限性。本文在每个反馈过程中都添加了多查询图像，以充分表达用户的情感。此外，通过所提出的一致性反馈方法可以一致地搜索用户想要的图像。通过对给定的6种形容词代表的代表性情感的实验，我们在第4次检索中获得了90%以上的检索满意度，并证实了所提出的方法可以扩展到任何情感查询形容词。
In this paper, we propose the effective image retrieval method based on the userpsilas emotion. Existing Emotion/Contents-based image retrieval which used a single query image reflects the userpsilas retrieval intention by methods of moving the query points or updating the weights and so on. However, these methods have the limitation of retrieval by the complicated factors of emotion. In this paper, multiple-query images are added in every feedback process for fully expressing the userpsilas emotion. Also the images that the users want can consistently be searched through the proposed consistency feedback method. We got the retrieval satisfaction more than 90% within the 4-th retrieval through the experiments for given 6 representative emotion represented with adjectives and confirmed that the proposed method can be expended by any emotion query adjectives.
DOI：
10.1109/76.718510
发表时间：
1998-09-01
影响因子：
8.4
作者：
Rui, Y;Huang, TS;Mehrotra, S
通讯作者：
Mehrotra, S