Robust multi-atlas label propagation by deep sparse representation

作者:

Highlights:

• Develop a novel multi-atlas patch based label fusion method;

• Alter the conventional flat and shallow dictionary to a deep multi-layer structure;

• Obtain more accurate label fusion results than conventional state-of-the-art methods.

摘要

•Develop a novel multi-atlas patch based label fusion method;•Alter the conventional flat and shallow dictionary to a deep multi-layer structure;•Obtain more accurate label fusion results than conventional state-of-the-art methods.

论文关键词:Hierarchical sparse representation,Multi-atlas segmentation,Patch-based label fusion

论文评审过程:Received 26 January 2016, Revised 26 August 2016, Accepted 21 September 2016, Available online 21 September 2016, Version of Record 27 November 2016.

论文官网地址:https://doi.org/10.1016/j.patcog.2016.09.028