Saliency-based image editing for guiding visual attention

PETMEI '11 Pub Date : 2011-09-18 DOI:10.1145/2029956.2029968
Aiko Hagiwara, A. Sugimoto, K. Kawamoto
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引用次数: 61

Abstract

The most important part of an information system that assists human activities is a natural interface with human beings. Gaze information strongly reflects the human interest or their attention, and thus, a gaze-based interface is promising for future usage. In particular, if we can smoothly guide the user's visual attention toward a target without interrupting their current visual attention, the usefulness of the gaze-based interface will be highly enhanced. To realize such an interface, this paper proposes a method for editing an image, when given a region in the image, to synthesize the image in which the region is most salient. Our method first computes a saliency map of a given image and then iteratively adjusts the intensity and color until the saliency inside the region becomes the highest for the entire image. Experimental results confirm that our image editing method naturally draws the human visual attention toward our specified region.
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基于显著性的图像编辑引导视觉注意
协助人类活动的信息系统最重要的部分是与人类的自然界面。凝视信息强烈地反映了人类的兴趣或他们的注意力,因此,基于凝视的界面在未来的使用中很有希望。特别是,如果我们能够在不打断用户当前视觉注意力的情况下,顺利地将用户的视觉注意力引导到一个目标上,那么基于注视的界面的有用性将得到极大的增强。为了实现这样的接口,本文提出了一种编辑图像的方法,当给定图像中的一个区域时,将该区域最突出的图像合成出来。我们的方法首先计算给定图像的显着性图,然后迭代调整强度和颜色,直到区域内的显着性成为整个图像的最高。实验结果证实,我们的图像编辑方法自然地将人类的视觉注意力吸引到我们指定的区域。
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