Object matching with hierarchical skeletons
作者：
Highlights：
• It represents the coarse- and fine-grained shape topological and geometrical features.
• It improves the stability of skeleton pruning without human interaction.
• It considers both global and fine shape properties by different potential functions.
• It achieves a better performance than most existing methods on six datasets.
• Experiments attest our method a better performance than most related approaches.
• We achieve a 99.21% bulls-eye score on the MPEG7 shape dataset.
摘要
Highlights•It represents the coarse- and fine-grained shape topological and geometrical features.•It improves the stability of skeleton pruning without human interaction.•It considers both global and fine shape properties by different potential functions.•It achieves a better performance than most existing methods on six datasets.•Experiments attest our method a better performance than most related approaches.•We achieve a 99.21% bulls-eye score on the MPEG7 shape dataset.
论文关键词：Skeletonisation,Hierarchical skeleton,Skeleton evolution,Object representation,Object matching
论文评审过程：Received 19 August 2015, Revised 20 January 2016, Accepted 23 January 2016, Available online 5 February 2016, Version of Record 21 March 2016.
论文官网地址：https://doi.org/10.1016/j.patcog.2016.01.022
