Dynamic programming can be effective in automatically picking surfaces
and semblance. The method, in current form, is limited to 2-D,
limits its applicability to the
surface picking problem. Lloyd's algorithm offers a way to
QC automatically picked volumes. By replacing the probability distribution
function with an error misfit function, Lloyd's algorithm can be
used to effectively characterize a dense series to a sparser
set of picks while maintaining its essential character.