Automatic image retargeting with fisheye-view warping

Feng Liu, Michael Gleicher
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引用次数: 204

Abstract

Image retargeting is the problem of adapting images for display on devices different than originally intended. This paper presents a method for adapting large images, such as those taken with a digital camera, for a small display, such as a cellular telephone. The method uses a non-linear fisheye-view warp that emphasizes parts of an image while shrinking others. Like previous methods, fisheye-view warping uses image information, such as low-level salience and high-level object recognition to find important regions of the source image. However, unlike prior approaches, a non-linear image warping function emphasizes the important aspects of the image while retaining the surrounding context. The method has advantages in preserving information content, alerting the viewer to missing information and providing robustness.
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自动图像重定位与鱼眼视图翘曲
图像重定向是指调整图像以在不同于最初预期的设备上显示的问题。本文提出了一种将大型图像(如用数码相机拍摄的图像)用于小型显示器(如移动电话)的方法。该方法使用非线性鱼眼视图扭曲,强调图像的一部分,同时缩小其他部分。与之前的方法一样,鱼眼视图翘曲使用图像信息,如低水平显著性和高水平目标识别来寻找源图像的重要区域。然而,与先前的方法不同,非线性图像扭曲函数在保留周围环境的同时强调图像的重要方面。该方法在保留信息内容、提醒查看者注意缺失信息和提供鲁棒性方面具有优势。
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