利用翻译下的豪斯多夫距离对图像进行比较

Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Pub Date : 1992-06-15 DOI:10.1109/CVPR.1992.223209

D. Huttenlocher, W. Rucklidge, G. A. Klanderman

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引用次数: 102

摘要

提供了用于计算二值图像与模型或该模型的一部分的所有可能相对位置(平移)之间的Hausdorff距离的有效算法。这种计算在许多方面类似于二值相关。然而，它对点位置的扰动更有容忍度，因为它测量的是接近性而不是精确的叠加性

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Comparing images using the Hausdorff distance under translation

Efficient algorithms are provided for computing the Hausdorff distance between a binary image and all possible relative positions (translations) of a model, or a portion of that model. The computation is in many ways similar to binary correlation. However, it is more tolerant of perturbations in the locations of points because it measures proximity rather than exact superposition.<>

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Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

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