Digital image analysis for automatic enumeration of malaria parasites using morphological operations

作者:

Highlights:

• An automatic system for enumeration of malaria parasites is proposed.

• The method relies on adaptive processing techniques for extracting local features.

• Regional minimum and closing operations play an important role as well.

• A fast, accurate and low time-consuming method is obtained.

• It might be used in laboratories without the necessity of spending a lot of money.

摘要

•An automatic system for enumeration of malaria parasites is proposed.•The method relies on adaptive processing techniques for extracting local features.•Regional minimum and closing operations play an important role as well.•A fast, accurate and low time-consuming method is obtained.•It might be used in laboratories without the necessity of spending a lot of money.

论文关键词:Malaria parasites,Image analysis,Morphological operations,Adaptive histogram equalization,Adaptive thresholding

论文评审过程:Available online 29 November 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.11.037