On the Evaluation of Graph Centrality for Shape Matching

نویسندگان

  • Samuel de Sousa
  • Nicole M. Artner
  • Walter G. Kropatsch
چکیده

Graph centrality has been extensively applied in Social Network Analysis to model the interaction of actors and the information flow inside a graph. In this paper, we investigate the usage of graph centralities in the Shape Matching task. We create a graph-based representation of a shape and describe this graph by using different centrality measures. We build a Naive Bayes classifier whose input feature vector consists of the measurements obtained by the centralities and evaluate the different performances for each centrality.

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تاریخ انتشار 2013