Title :
A threshold based Directional Weighted Median Filter for Removal of Random Impulses in thermal images
Author :
Sarkar, Anirban ; Changder, Suvamoy ; Mandal, Jyotsana Kumar
Author_Institution :
Dept. of Comput. Applic., NIT Durgapur, Durgapur, India
Abstract :
In this paper a Threshold based Directional Weighted Median (TDWM) Filter for Removal of Random valued Impulse Noises (RVIN) from digital and Infrared Images, has been proposed. This filter works in two phases; at first it detects the impulses, and then replaces the pixels affected with impulses by an estimated value. This filter works efficiently in suppressing impulses from both digital images and infrared images highly corrupted with random valued impulses. Extensive simulations show that proposed filter provides better results than existing filters in suppressing impulses.
Keywords :
image denoising; impulse noise; infrared imaging; median filters; RVIN; TDWM filter; digital images; infrared images; random impulse removal; random valued impulse noises; thermal images; threshold based directional weighted median filter; Filtering algorithms; Image restoration; Noise measurement; PSNR; Roads; Digital & Infra-red image; Filter; Noise Reduction; PSNR; Random Valued Impulse Noise (RVIN);
Conference_Titel :
Business and Information Management (ICBIM), 2014 2nd International Conference on
Conference_Location :
Durgapur
Print_ISBN :
978-1-4799-3263-4
DOI :
10.1109/ICBIM.2014.6970936