Title :
Image modeling and restoration through contagion urn schemes
Author :
Alajaji, Fady ; Burlina, Philippe
Author_Institution :
Dept. of Math. & Stat., Queen´´s Univ., Kingston, Ont., Canada
Abstract :
We introduce a novel class of nonlinear stochastic filters based on contagion urn schemes. These filters which rely on biologically inspired sampling processes, offer good restoration results on heavily corrupted binary images
Keywords :
filtering theory; image restoration; image sampling; nonlinear filters; stochastic processes; biologically inspired sampling processes; contagion urn schemes; corrupted binary images; image modeling; image restoration; nonlinear stochastic filters; Automation; Diseases; Educational institutions; Filtering; Filters; Image restoration; Image sampling; Mathematics; Statistics; Stochastic processes;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.537413
