HEp-2 fluorescence pattern classification

作者：

Highlights：

• Comparison of different textural features for HEp-2 pattern classification.

• Analysis of experimental protocols used for evaluation of HEp-2 algorithms.

• Currently available data sets are insufficient.

• Cell-level classifier performance does not predict sample-level performance.

• Complete measurements from all cells are a better basis for sample decisions.

摘要

Highlights•Comparison of different textural features for HEp-2 pattern classification.•Analysis of experimental protocols used for evaluation of HEp-2 algorithms.•Currently available data sets are insufficient.•Cell-level classifier performance does not predict sample-level performance.•Complete measurements from all cells are a better basis for sample decisions.

论文关键词：IIF image,HEp-2 pattern,Texture

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

论文官网地址：https://doi.org/10.1016/j.patcog.2013.10.012