An optimization approach to relaxation labelling algorithms

摘要

It is shown that the relaxation labelling process of Rosenfeld, Hummel and Zucker is a suboptimal minimization of a cost function measuring inconsistency and ambiguity. Two new algorithms which minimize this cost function more efficiently are introduced. Finally, some general comments on relaxation are presented.