Abstract: Dry eye is a common disease which affects a large portion of the population and harms their routine activities.

This methodology includes a color and texture analysis of the images, and also the use of feature selection methods to reduce image processing time. The ...

In this research, a methodology to perform this classification automatically is presented. This methodology includes a color and texture analysis of the images, ...

Feature selection applied to human tear film classification ; ISBN · 9789897580154 ; Year of publication · 2014 ; Volume · 1 ; Pages · 395-402 ; Type · Conference paper.

Feature selection applied to human tear film classification ; ISBN · 9789897580154 ; Year of publication · 2014 ; Volume · 1 ; Pages · 395-402 ; Type · Conference paper.

This methodology includes a color and texture analysis of the images, and also the use of feature selection methods to reduce image processing time. The ...

Bibliographic details on Feature Selection Applied to Human Tear Film Classification.

Jan 13, 2016 · In this paper we apply a framework for cost-based feature selection to reduce this high computational time, with the particular-ity that it ...

Dec 10, 2022 · The applied machine learning algorithms outperformed baseline classifications performed with ZeroR according to included evaluation metrics.

ture selection techniques to consider both dark and light eyes for tear film lipid ... Note that “No FS” is the baseline classification without feature selection.