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Image restoration based on particle filters

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1 Author(s)

In this paper, a new method for image restoration is proposed based on particle filters, which provides a simple and flexible algorithm to compute complex posterior distributions for Bayesian image restoration. We incorporate genetics algorithm into particle filtering to introduce diversity on the "population" of particles so that improve the robustness, accuracy, and flexibility of the particle filtering. Several experiments are shown to demonstrate the effectiveness of our method in restoring synthetic and real images.

Published in:

Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on  (Volume:2 )

Date of Conference:

31 Aug.-4 Sept. 2004