The shape model is a 2D rectangle consisting of w x h cells where w is width of rectangle
enclosing face candidate and h is height. Let be S =w * h the area of rectangle and S* be area of
skin regions which is marked with gray, the rule based classifier can be described as a decision
tree as shown in Figure 20, including two rules as follows