Conditional Random Fields and Supervised Learning in Automated Skin Lesion Diagnosis

Figure 2

The training phase of our per-pixel (PP) model. Features are first computed, then the dimensionality of the featurespace is reduced using LDA. Posterior probabilities in this subspace are then estimated.