A Simplex-Like Algorithm for the Relaxation Labeling Process

  • Authors:
  • X. Zhuang;R. M. Haralick;H. Joo

  • Affiliations:
  • -;-;-

  • Venue:
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Year:
  • 1989

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Abstract

A simplex-like algorithm is developed for the relaxation labeling process. The algorithm is simple and has a fast convergence property which is summarized as a one-more-step theorem. The algorithm is based on fully exploiting the linearity of the variational inequality and the linear convexity of the consistent-labeling search space in a manner similar to the operation of the simplex algorithm in linear programming.