By Topic

Image restoration based on particle filters

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$33 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

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