Journal of Computer Science

Out of Focus Blur Estimation Using Genetic Algorithm

Mohsen E. Moghaddam

DOI : 10.3844/jcssp.2008.298.304

Journal of Computer Science

Volume 4, Issue 4

Pages 298-304

Abstract

In this study, we have presented a method to estimate out of focus blur that works in noisy images precisely. The presented method has been designed based on two rough estimates of blur function parameters and then the real parameter has been calculated using a genetic algorithm. The structure of out of focus function was analyzed in frequency domain to present a robust method. The method was tested on several degraded images and experimental results were great.

Copyright

© 2008 Mohsen E. Moghaddam. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.