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
Link To Document :
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