基于加权链接分析的网络标识和商标图像检索

Epimenidis Voutsakis, E. Petrakis, E. Milios
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引用次数: 18

摘要

Web上的图像检索需要为满足查询选择标准的重要(权威)图像分配比其他相关图像更高的排名。PicASHOW (Lempel and Soffer, 2002)仅使用链接信息实现了这一目标。这项工作提出了WPicASHOW(加权PicASHOW),这是一种用于共引分析的加权方案,在PicASHOW的链接分析方法中包含了查询和网页的文本和图像内容。WPicASHOW实现并集成到一个完全自动化的Web检索系统中,用于标识和商标图像。
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Weighted link analysis for logo and trademark image retrieval on the Web
Image retrieval on the Web requires that important (authoritative) images satisfying the query selection criteria are assigned higher ranking over other relevant images. PicASHOW (Lempel and Soffer, 2002) achieves this goal using link information alone. This work proposes WPicASHOW (weighted PicASHOW), a weighted scheme for co-citation analysis that incorporates within the link analysis method of PicASHOW the text and image content of the queries and of the Web pages. WPicASHOW is implemented and integrated into a fully automated Web retrieval system for logo and trademark images.
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