• DocumentCode
    1742271
  • Title

    Reaction-diffusion systems for hypothesis propagation

  • Author

    Kubota, Toshiro ; Espinal, Fausto

  • Author_Institution
    Dept. of Comput. Sci., South Carolina Univ., Columbia, SC, USA
  • Volume
    3
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    543
  • Abstract
    Describes a technique for determining a classification map or a hypothesis selection map using a system of reaction-diffusion equations. The reaction term of the equations is a replicator equation and provides a mutually exclusive solution. The diffusion term exploits the local consistency of the solution. The technique is efficient for problems with a small labeling space compared to annealing based relaxation techniques. The paper gives experimental results of the technique for target classification and stereo correspondence
  • Keywords
    differential equations; image classification; stereo image processing; classification map; hypothesis propagation; hypothesis selection map; local consistency; mutually exclusive solution; reaction-diffusion equations; reaction-diffusion systems; replicator equation; small labeling space; stereo correspondence; target classification; Animals; Annealing; Biomedical imaging; Chemicals; Computer science; Frequency; Image processing; Joining processes; Nonlinear equations; Tin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.903603
  • Filename
    903603