Recognition of Occluded Shapes Using Size Functions

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• 作者：Barbara Di Fabio ; Claudia Landi ; Filippo Medri
• 关键词：Size function ; shape occlusion ; cornerpoint ; Hausdorff distance
• 刊名：Lecture Notes in Computer Science
• 出版年：2009
• 出版时间：2009
• 年：2009
• 卷：5716
• 期：1
• 页码：642-651
• 全文大小：411.7 KB

文摘

The robustness against occlusions and the ability to perform not only global matching, but also partial matching are investigated in computer vision in order to evaluate the performance of shape descriptors. In this paper we consider the size function shape descriptor, and we illustrate some results about size functions of occluded shapes. Theoretical results indicate that size functions are able to detect a partial matching between shapes by showing a common subset of cornerpoints. Experiments are presented which outline the potential of the proposed approach in recognition tasks in the presence of occlusions.