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Content-based image retrieval apparatus and method via relevance feedback by using fuzzy integral

机译:基于内容反馈的模糊积分的基于内容的图像检索装置及方法

摘要

The invention relates to a content-based image retrieval apparatus and method via relevance feedback by using fuzzy integral and a computer readable record medium storing programs for realizing the apparatus and method. According to the invention, it is provided a content-based image retrieval apparatus and method in which image features are associated by using fuzzy integral and parameters necessary for the fuzzy integral are adjusted in similarity calculations via relevance feedback so as to improve search results. The method comprises the steps of: measuring similarities according to feature between images stored in a database and a new query image; associating the similarities measured according to feature by using the fuzzy integral to measure similarities according to the fuzzy integral; bringing images sequentially in the order of higher similarity according to the finally obtained similarities and transmitting a search resu and recalculating similarities according to feature via relevance feedback about the query result to output converted images.
机译:本发明涉及通过使用模糊积分的相关性反馈进行的基于内容的图像检索装置和方法,以及一种存储用于实现该装置和方法的程序的计算机可读记录介质。根据本发明,提供了一种基于内容的图像检索设备和方法,其中通过使用模糊积分来关联图像特征,并且通过相关性反馈在相似度计算中调整模糊积分所需的参数,以改善搜索结果。该方法包括以下步骤:根据存储在数据库中的图像与新的查询图像之间的特征来测量相似度;以及通过使用模糊积分将根据特征测得的相似度关联起来,根据模糊积分来测度相似度;根据最终获得的相似度,以较高的相似度顺序依次排列图像,并发送搜索结果;通过查询结果的相关性反馈,根据特征重新计算相似度,以输出转换后的图像。

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