DocumentCode
169520
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
fYear
2014
fDate
9-11 Jan. 2014
Firstpage
69
Lastpage
74
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);
fLanguage
English
Publisher
ieee
Conference_Titel
Business and Information Management (ICBIM), 2014 2nd International Conference on
Conference_Location
Durgapur
Print_ISBN
978-1-4799-3263-4
Type
conf
DOI
10.1109/ICBIM.2014.6970936
Filename
6970936
Link To Document