An extensive analysis of various texture feature extractors to detect Diabetes Mellitus using facial specific regions

Conclusions: The best texture feature extractor for Diabetes Mellitus detection is the Image Gray-scale Histogram with bin number=256, obtaining an accuracy of 99.02%, a sensitivity of 99.64%, and a specificity of 98.26% by using SVM.