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
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