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Noisy logo recognition using line segment Hausdorff distance

机译:使用线段Hausdorff距离进行嘈杂的徽标识别

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摘要

Logo recognition is of great interest in the document and shape analysis domain. In order to develop a recognition method that is robust to employ under adverse conditions such as different scale/orientation, broken curves, added noise and occlusion, a modified line segment Hausdorff distance is proposed in this paper. The new approach has the advantage to incorporate structural and spatial information to compute dissimilarity between two sets of line segments rather than two sets of points. The proposed technique has been applied on line segments generated from logos with encouraging results. Clear cut distinction between the correct and incorrect matches has been observed. This suggests a strong potential for logo and shape recognition system.
机译:徽标识别在文档和形状分析领域非常受关注。为了开发一种在不同比例/方向,折断曲线,增加的噪声和遮挡等不利条件下鲁棒性强的识别方法,本文提出了一种修正的线段Hausdorff距离。新方法的优点是可以合并结构和空间信息,以计算两组线段之间而不是两组点之间的差异。所提出的技术已应用于徽标产生的线段,效果令人鼓舞。观察到正确和不正确匹配之间的明显区别。这表明徽标和形状识别系统具有强大的潜力。

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