Discrete relaxation techniques

書誌事項

Discrete relaxation techniques

Thomas C. Henderson

(The International series of monographs on computer science, 5)

Oxford University Press, 1990

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注記

Bibliography: p. 137-142

Includes index

内容説明・目次

内容説明

Relaxation techniques are iterative methods of solving systems of equations by successive approximations that lead ultimately to a minimization of the difference between the solution and "reality." One important application of this method lies in image processing, when, given incomplete, ambiguous information, a computer attempts to determine the nature of an object and its orientation in three dimensions. An invaluable resource for computer scientists and electrical engineers, this book provides a firm foundation in these techniques and discusses its applications in computer vision and artificial intelligence.

目次

  • Introduction to relaxation techniques
  • Classical relaxation
  • The labeling problem
  • The formulation of discrete relaxation
  • Networks of constraints
  • Applications of discrete relaxation
  • Hierarchical constraint processes
  • Parallel discrete relaxation algorithms
  • VLSI architectures for discrete relaxation.

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