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Interactive search in image retrieval: a survey

机译:图像检索中的交互式搜索:一项调查

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We are living in an Age of Information where the amount of accessible data from science and culture is almost limitless. However, this also means that finding an item of interest is increasingly difficult, a digital needle in the proverbial haystack. In this article, we focus on the topic of content-based image retrieval using interactive search techniques, i.e., how does one interactively find any kind of imagery from any source, regardless of whether it is photographic, MRI or X-ray? We highlight trends and ideas from over 170 recent research papers aiming to capture the wide spectrum of paradigms and methods in interactive search, including its subarea relevance feedback. Furthermore, we identify promising research directions and several grand challenges for the future.
机译:我们生活在信息时代,来自科学和文化的可访问数据量几乎是无限的。但是,这也意味着寻找感兴趣的物品越来越困难,这是众所周知的大海捞针。在本文中,我们重点讨论使用交互式搜索技术进行基于内容的图像检索的主题,即,如何从任何来源以交互方式查找任何类型的图像,而不管它是摄影,MRI还是X射线?我们重点介绍了来自170多个最新研究论文的趋势和思想,这些研究论文旨在捕捉交互式搜索中的各种范式和方法,包括其子区域相关性反馈。此外,我们确定了有前途的研究方向以及未来的若干重大挑战。

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