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Content based image reference apparatus and method for relevance feedback using fussy integral

机译:使用模糊积分进行相关性反馈的基于内容的图像参考设备和方法

摘要

PURPOSE: A contents based image searching system and method using fuzzy integral are provided to automatically calculate significance of image characteristics by reflecting a user's opinion in the calculation to improve searched results. CONSTITUTION: A contents based image searching system includes an image input unit(10) for receiving an image from a user, a characteristic extractor(20) for extracting image characteristics required for calculating image similarity from the input image, and a small image generator(60) for dividing the input image to generate small images. The system further includes a similarity calculator(40) for calculating similarity between a selected inquiry image and a DB image by characteristics using the image characteristics, and a similarity measurement unit(50) for integrating the similarities using fuzzy integral to measure the finial image similarity. The system also has an inquiry processor(80) for interpreting an inquiry from a user to measure similarity and sequentially retrieve the small images according to the measured similarity to transmit the images, and a user interface(90) for reflecting a user's opinion in the image data transmitted from the inquiry processor and delivering information selected according to the result of reflection of the user's opinion to the inquiry processor.
机译:目的:提供基于内容的图像搜索系统和使用模糊积分的方法,通过在计算中反映用户的意见来自动计算图像特征的重要性,以改善搜索结果。内容基于内容的图像搜索系统包括:图像输入单元(10),用于从用户接收图像;特征提取器(20),用于从输入图像中提取计算图像相似度所​​需的图像特征;以及小型图像生成器( 60)用于划分输入图像以生成小图像。该系统还包括:相似度计算器(40),用于使用图像特征通过特征来计算所选择的查询图像和DB图像之间的相似度;以及相似度测量单元(50),用于使用模糊积分对相似度进行积分以测量最终图像相似度。 。该系统还具有:查询处理器(80),用于解释来自用户的查询以测量相似性,并根据所测量的相似性依次检索小图像以发送图像;以及用户界面(90),用于在用户界面中反映用户的意见。从查询处理器发送的图像数据,并将根据用户意见的反映结果选择的信息传递给查询处理器。

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