Segmentation of overlapping cells in cervical smears based on spatial relationship and Overlapping Translucency Light Transmission Model

作者:

Highlights:

• We obtain the fragments by coarse segmentation and base these fragments to achieve the result.

• We propose Overlapping Translucency Light Transmission Model.

• We derive overlap color measurement formula, and provide overlapping fragment judge's theory.

• We propose spatial relationship of the non-overlapping and overlapping areas.

• Our method can also be applied in segmentation of translucent object from other images.

摘要

•We obtain the fragments by coarse segmentation and base these fragments to achieve the result.•We propose Overlapping Translucency Light Transmission Model.•We derive overlap color measurement formula, and provide overlapping fragment judge's theory.•We propose spatial relationship of the non-overlapping and overlapping areas.•Our method can also be applied in segmentation of translucent object from other images.

论文关键词:Cervical overlapping cell,Overlapping Translucency Light Transmission Model,Spatial relationship,Cell overlapping matrix,Beer–Lambert law

论文评审过程:Received 1 July 2015, Revised 29 February 2016, Accepted 28 April 2016, Available online 25 May 2016, Version of Record 8 June 2016.

论文官网地址:https://doi.org/10.1016/j.patcog.2016.04.021