“CAT: A Graphical User Interface for Visualization and Level-of-Detail Control for Large Scale Image Collections”

Ai Gomi, R. Miyazaki, T. Itoh, Jia Li
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引用次数: 0

Abstract

CAT Summary This thesis proposes CAT (Clustered Album Thumbnail), a technique for clus-teringand browsing large number of images. It also provides a user interface for controlling the level of details. As a preprocessing, CAT first hierarchically clusters images and selects representative images for each cluster. And then, CAT visualizes the tree structure applying a hierarchical data visualization technique HeiankyoView. As a characteristic of CAT, it provides a graphical user interface for the zooming operation to effectively browse images. It selectively displays representative images while zooming out, or individual images while zooming in, by the mouse operation. This feature realizes high frame rates, and display of adequate number of images.
CAT:用于大规模图像集合的可视化和细节级控制的图形用户界面
本文提出了一种聚类和浏览大量图片的技术——聚类相册缩略图(Clustered Album Thumbnail, CAT)。它还提供了一个用于控制细节级别的用户界面。作为预处理,CAT首先对图像进行分层聚类,并为每个聚类选择具有代表性的图像。然后,CAT应用分层数据可视化技术HeiankyoView对树形结构进行可视化。作为CAT的一个特点,它为缩放操作提供了一个图形用户界面,以有效地浏览图像。通过鼠标操作,有选择地缩小显示代表性图像,或放大显示个别图像。该功能实现了高帧率,并显示足够数量的图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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