Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching

作者：

Highlights：

• Propose a bag-of-word-based classification system for HEp-2 cell images.

• Propose a novel Cell Pyramid Matching structure.

• Propose to use a combination of multiple descriptors using Multiple Kernel Learning framework.

• Present a comprehensive study of various multi-regional structures applied to the cell images.

摘要

Highlights•Propose a bag-of-word-based classification system for HEp-2 cell images.•Propose a novel Cell Pyramid Matching structure.•Propose to use a combination of multiple descriptors using Multiple Kernel Learning framework.•Present a comprehensive study of various multi-regional structures applied to the cell images.

论文关键词：Indirect Immunofluorescence tests,Bag of visual words,HEp-2 cell classification

论文评审过程：Available online 19 October 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.10.014