Robust Hausdorff distance matching algorithms using pyramidal structures

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摘要

This paper proposes two Hausdorff distance (HD) matching algorithms, in which robust HD measures are implemented in pyramidal structures. By computer simulations, the matching performance of the conventional HD measures and the proposed robust HD matching algorithms using pyramidal structures is compared, with real images which are degraded by noise and occlusions.

论文关键词:Hausdorff distance (HD),Object matching,M-estimation,Pyramidal structure,Least trimmed squares (LTS)

论文评审过程:Received 10 August 1999, Revised 4 May 2000, Accepted 4 August 2000, Available online 6 July 2001.

论文官网地址:https://doi.org/10.1016/S0031-3203(00)00132-1