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Generic sign board detection in images

机译:图像中的通用标牌检测

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Sign board detection is important for such computer vision applications as video surveillance and content based visual information retrieval. Previous researches on this topic focus mainly on application specific sign board such as car plates and traffic signs. Many special properties including special color, size, shape, and symmetry have to be used to detect these special sign boards. In this paper, we develop a system to detect generic sign board in an image or video. The only assumption we made is that the sign has to be a polygon formed by straight boundaries. Using a new set of straight line and polygon geometry analysis techniques, we can accurately locate a sign in a cluttered image efficiently. Experiments on over one hundred images clearly demonstrate the efficacy of the new algorithms.
机译:告示板检测对于诸如视频监控和基于内容的视觉信息检索之类的计算机视觉应用非常重要。以前对此主题的研究主要集中在专用标牌上,例如车牌和交通标志。必须使用许多特殊属性(包括特殊颜色,大小,形状和对称性)来检测这些特殊标牌。在本文中,我们开发了一种系统来检测图像或视频中的通用标牌。我们唯一的假设是符号必须是由直线边界形成的多边形。使用一组新的直线和多边形几何分析技术,我们可以在杂乱的图像中准确地定位符号。在一百张图像上进行的实验清楚地证明了新算法的有效性。

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