| A Fuzzy Directional Median Filter for Fixed-value Impulse Noise Removal |
| کد مقاله : 1096-CFIS (R1) |
| نویسندگان |
|
وحید کیانی *1، عباس زهره وند2 1گروه مهندسی کامپیوتر، دانشکده مهندسی، دانشگاه دولتی بجنورد، بجنورد، ایران 2گروه مهندسی کامیپوتر، دانشکده فنی و مهندسی، دانشگاه کوثر |
| چکیده مقاله |
| In this paper, we designed a new fuzzy directional weighted median filter to remove fixed-value impulse noise. Our approach discriminates smooth regions from edges, and apply the median filter on edges along the direction of minimum directional standard deviation. Impulse detection is carried out using a set of fuzzy rules based on directional differences and standard deviation. Objective and subjective evaluations demonstrated that our method is successful in impulse noise removal compared to classical median, and classical directional weighted median filter. |
| کلیدواژه ها |
| Impulse Noise, Noise Removal, Fuzzy Logic, Fuzzy Reasoning |
| وضعیت: پذیرفته شده برای ارائه شفاهی |