Chernoff faces is the most "elaborate" type of
icon plot . A separate "face" icon is drawn for each case; relative values of the selected variables for each case are assigned to shapes and sizes of individual facial features (e.g., length of nose, angle of eyebrows, width of face).
See also
Graphical Analytic Techniques: Icon Plots.