Approaches for interactive browsing of large image datasets

机译：交互式浏览大型图像数据集的方法

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With the number of digital images growing at a rapid rate, effective approaches for organising large image repositories are highly sought after. In this paper, we summarise a number of such approaches that allow for intuitive browsing of image databases. Based on visual features extracted from the images, complete image libraries can be visualised in such a way that similar images are located close to each other in the visualisation. This, coupled with appropriate browsing operations, allows for interactive exploration of even large scale image collections as demonstrated by the Hue Sphere Image Browser and Honeycomb Image Browser approaches.

机译：随着以快速速率增长的数字图像数量，高度追捧了组织大型图像存储库的有效方法。在本文中，我们总结了许多允许直观浏览图像数据库的这种方法。基于从图像中提取的视觉特征，可以以这样的方式可视化完整的图像库，使得类似图像在可视化中彼此靠近彼此靠近。与适当的浏览操作相耦合，允许甚至大规模图像集合的交互式探索，如色调球体图像浏览器和蜂窝图像浏览器方法所示。

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《International Conference on Application of Information and Communication Technologies》|2016年|623p|共4页
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作者
Gerald Schaefer;
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中图分类 TN91-53;
关键词
Visualization; Image databases; Browsers; Image color analysis; Feature extraction; Navigation; Multimedia communication;

机译：可视化;图像数据库;浏览器;图像颜色分析;特征提取;导航;多媒体通信;

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2. Microscopy Image Browser: A Platform for Segmentation and Analysis of Multidimensional Datasets [J] . Ilya Belevich, Merja Joensuu, Darshan Kumar, PLoS Biology . 2016,第1期

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3. Browsing Large Image Datasets through Voronoi Diagrams [J] . Brivio Paolo, Tarini Marco, Cignoni Paolo Visualization and Computer Graphics, IEEE Transactions on . 2010,第6期

机译：通过Voronoi图浏览大图像数据集
4. Approaches for interactive browsing of large image datasets [C] . Gerald Schaefer IEEE International Conference on Application of Information and Communication Technologies . 2016

机译：交互式浏览大图像数据集的方法
5. Techniques for Accelerating Aggregated Range Queries on Large Multidimensional Datasets in Interactive Visual Exploration [D] . ?Wang, Zhe 2019

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6. Drug/Cell-line Browser: interactive canvas visualization of cancer drug/cell-line viability assay datasets [O] . Qiaonan Duan, Zichen Wang, Nicolas F. Fernandez, -1

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8. Architecture for all-sky browsing of astronomical datasets [R] . Jacob, J. C., Block, G., Curkendall, D. W. 2002

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Approaches for interactive browsing of large image datasets

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