ANA HEp-2 cells image classification using number, size, shape and localization of targeted cell regions

作者：

Highlights：

• An automatic method for classification of ANA HEp-2 cells images is proposed.

• The proposed method utilizes for recognition a morphological properties of the targeted cell domains.

• The method applies both a binarization and threshold-less approaches for feature extraction.

摘要

Highlights•An automatic method for classification of ANA HEp-2 cells images is proposed.•The proposed method utilizes for recognition a morphological properties of the targeted cell domains.•The method applies both a binarization and threshold-less approaches for feature extraction.

论文关键词：Immunofluorescent images,HEp-2 cells,Antinuclear antibodies,Image classification

论文评审过程：Available online 1 October 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.09.027