Hypergraph modelling for geometric model fitting

作者：

Highlights：

• We propose a novel hypergraph based method to fit and segment multi-structural data.

• The proposed method includes a hypergraph model with large degrees of hyperedges.

• The proposed method includes a robust hypergraph partition algorithm.

• Experimental results show that the proposed method is superior to some state-of-the-art fitting methods.

摘要

Highlights•We propose a novel hypergraph based method to fit and segment multi-structural data.•The proposed method includes a hypergraph model with large degrees of hyperedges.•The proposed method includes a robust hypergraph partition algorithm.•Experimental results show that the proposed method is superior to some state-of-the-art fitting methods.

论文关键词：Hypergraph modelling,Geometric model fitting,Hypergraph partition

论文评审过程：Received 28 June 2015, Revised 16 June 2016, Accepted 28 June 2016, Available online 30 June 2016, Version of Record 16 July 2016.

论文官网地址：https://doi.org/10.1016/j.patcog.2016.06.026