The Selection of Best Color Components Combination for Statistical Model with Application to DAB Staining Detection
Jie Shu, Yang Wang, Lei Jiang · 2018
Histopathological examination of tissues is vital to diagnosis of tumor. Statistical model has been proved to be efficiently in detecting of DAB staining in histopathology images. However, there is no statement of which color space is the best for statistical model in detecting of DAB staining. This paper have tested statistical model with 50 pairwisely re-combined color components from 17 color spaces. The experimental results have shown the combination CM of CMYK color space achieves the best. We also compared the statistical model with current popular DAB staining detection methods, and demonstrated the statistical model is the best.