Unsupervised multiphase color–texture image segmentation based on variational formulation and multilayer graph

作者:

Highlights:

• A new color texture feature is constructed.

• Multiphase successive active contour model (MSACM) is proposed.

• MSACM can be discretely optimized by multilayer graph.

• The combined energy of local and global is iteratively optimized.

• Performances are assessed through the qualitative and quantitative comparisons.

摘要

•A new color texture feature is constructed.•Multiphase successive active contour model (MSACM) is proposed.•MSACM can be discretely optimized by multilayer graph.•The combined energy of local and global is iteratively optimized.•Performances are assessed through the qualitative and quantitative comparisons.

论文关键词:Variational formulation,Multiphase successive active contour model (MSACM),Unsupervised color–texture image segmentation,Multilayer graph

论文评审过程:Received 11 June 2012, Revised 29 October 2013, Accepted 5 December 2013, Available online 16 December 2013.

论文官网地址:https://doi.org/10.1016/j.imavis.2013.12.006