Abstract
A new method of blurring and deblurring digital images is presented. The approach is based on using new filters generating from average filter and H-filters using the action of the dihedral group. These filters are called HB-filters; used to cause a motion blur and then deblurring affected images. Also, enhancing images using HB-filters is presented as compared to other methods like Average, Gaussian, and Motion. Results and analysis show that the HB-filters are better in peak signal to noise ratio (PSNR) and RMSE.
Document Type
Journal Article
Date of Publication
2015
Publisher
Dihedral group, Kronecker Product, motion blur and deblur, digital image
School
School of Engineering
RAS ID
20138
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Comments
Husein Hadi Abbas Jassim, Zahir M. Hussain, Hind R.M Shaaban and Kawther B.R. Al-dbag, “Blurring and Deblurring Digital Images Using the Dihedral Group” International Journal of Advanced Research in Artificial Intelligence(IJARAI), 4(12), 2015. 10.14569/IJARAI.2015.041204. Available here.