Discrete Relaxation Techniques

Discrete Relaxation Techniques

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Description

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.show more

Product details

  • Hardback | 159 pages
  • 154.94 x 236.22 x 15.24mm | 408.23g
  • Oxford University Press Inc
  • New York, United States
  • English
  • 1 halftone, 59 line drawings
  • 0195048946
  • 9780195048940

Table of contents

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.show more