Braids of partitions for the hierarchical representation and segmentation of multimodal images
作者:
Highlights:
• We propose a methodology for the hierarchical representation of multimodal images.
• The hierarchical representation relies on the novel concept of braids of partitions.
• We introduce a braid-based method to conduct multimodal image segmentation.
• The segmentation method is based on an energy minimization procedure.
• The proposed approach is validated on different multimodal images.
摘要
•We propose a methodology for the hierarchical representation of multimodal images.•The hierarchical representation relies on the novel concept of braids of partitions.•We introduce a braid-based method to conduct multimodal image segmentation.•The segmentation method is based on an energy minimization procedure.•The proposed approach is validated on different multimodal images.
论文关键词:Hierarchical representation,Multimodal image,Braid of partitions,Energy minimization,Image segmentation
论文评审过程:Received 18 April 2018, Revised 9 April 2019, Accepted 18 May 2019, Available online 29 May 2019, Version of Record 19 June 2019.
论文官网地址:https://doi.org/10.1016/j.patcog.2019.05.029