A multiscale image segmentation method

作者：

Highlights：

• This paper proposes a novel image segmentation framework.

• A multiscale image segmentation method is presented within our framework.

• Total variation projection regularization (TVPR) is used to the proposed model.

• We present an adaptive TVPR parameters selection method for image segmentation.

• The experimental results show the effectiveness of the proposed method.

摘要

•This paper proposes a novel image segmentation framework.•A multiscale image segmentation method is presented within our framework.•Total variation projection regularization (TVPR) is used to the proposed model.•We present an adaptive TVPR parameters selection method for image segmentation.•The experimental results show the effectiveness of the proposed method.

论文关键词：Image segmentation,Multiscale decomposition,Variational model,Total variation

论文评审过程：Received 23 March 2015, Revised 28 September 2015, Accepted 8 October 2015, Available online 31 October 2015, Version of Record 24 December 2015.

论文官网地址：https://doi.org/10.1016/j.patcog.2015.10.004