Title :
A new direction based adaptive filter for the restoration of impulse corrupted digital images
Author :
Varghese, Jobin ; Ghouse, Mohamed ; Khan, M.S. ; Bin Hussain, Omer ; Saudia, S. ; Khan, Ajmal
Author_Institution :
Coll. of Comput. Sci., King Khalid Univ., Abha, Saudi Arabia
Abstract :
A new directional filter for the restoration of random valued impulse noise is proposed by addressing the limitations of Directional Weighted Median Filter (DWMF) published by Yiqiu Dong et. al. [3]. The proposed filter work better for all natural images with varied noise levels. The experimental results in terms of objective and subjective matrices show that the proposed filter work better for both images corrupted with higher or lower levels of noise while preserving the image details.
Keywords :
adaptive filters; image restoration; impulse noise; matrix algebra; median filters; DWMF; Directional Weighted Median Filter; direction based adaptive filter; image restoration; impulse corrupted digital images; natural images; objective matrices; random valued impulse noise; subjective matrices; Image restoration;
Conference_Titel :
Advanced Communication Control and Computing Technologies (ICACCCT), 2012 IEEE International Conference on
Conference_Location :
Ramanathapuram
Print_ISBN :
978-1-4673-2045-0
DOI :
10.1109/ICACCCT.2012.6320781