An Improved Algorithm for Impulse Noise by Median Filter

被引：8

作者：

Zeng, Hanglin ^{[1
]}

Liu, Yuan-zhong ^{[1
]}

Fan, Yu-mei ^{[1
]}

Tang, Xuefei ^{[2
]}

机构：

[1] SiChuan Univ Technol & Engn, Coll Auto & Electr Eng, Zigong 643000, Peoples R China

[2] Univ Elect Sci & Tech, Coll Comp, Chengdu, Peoples R China

来源：

AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS | 2012年 / 1卷

关键词：

Image processing; Median filter; Impulse noise; Edge detection;

D O I：

10.1016/j.aasri.2012.06.014

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposes an algorithm to improve image processing for impulse noise by median filter. Isolate noise points in an image are detected by way of indiscernibility on rough sets. The improved algorithm enhances the detection capability of the single element of an image. Impulse noise is removed by a method of improvement of choice of threshold and filtering templates of median filter. Experiment simulation showed that the method of image enhancement proposed is superior to the traditional method in effectively improving image degradation and image clarity. (C) 2012 Published by Elsevier B. V. Selection and/or peer review under responsibility of American Applied Science Research Institute

引用

页码：68 / 73

页数：6

共 50 条

[1] Improved median filter for impulse noise removal
Zoican, S
TELSIKS 2003: 6TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS IN MODERN SATELLITE, CABLE AND BROADCASTING SERVICE, VOLS 1 AND 2, PROCEEDINGS OF PAPERS, 2003, : 681 - 684
[2] Impulse noise reduction based on improved median ε-filter
Shaneh, Mahdi
Mahyari, Arash Golibagh
INTERNATIONAL JOURNAL OF ELECTRONICS, 2012, 99 (11) : 1489 - 1496
[3] Improved Impulse Noise Removal with Generalized Median Filter
Duc-Son Pham
2015 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2015, : 425 - 432
[4] AN IMPROVED SWITCHING MEDIAN FILTER FOR IMPULSE NOISE REMOVAL
Kuykin, Denis K.
Khryashchev, Vladimir V.
Apalkov, Ilya V.
EUROCON 2009: INTERNATIONAL IEEE CONFERENCE DEVOTED TO THE 150 ANNIVERSARY OF ALEXANDER S. POPOV, VOLS 1- 4, PROCEEDINGS, 2009, : 1314 - 1319
[5] Improved adaptive median filter algorithm for removing impulse noise from grayscale images
Tang R.
Zhou X.
Wang D.
2017, Materials and Energy Research Center (30): : 1503 - 1509
[6] Modelling and Analysis of the Median Filter Algorithm of Suppression of Impulse Noise
Bulyaculov, Rifkat R.
Schogoleva, Ksenia P.
Yakovlev, Ilya N.
Roskostov, Roman A.
PROCEEDINGS OF THE 2017 IEEE RUSSIA SECTION YOUNG RESEARCHERS IN ELECTRICAL AND ELECTRONIC ENGINEERING CONFERENCE (2017 ELCONRUS), 2017, : 649 - 654
[7] An improved recursive and adaptive median filter for high density impulse noise
Meher, Saroj K.
Singhawat, Brijraj
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2014, 68 (12) : 1173 - 1179
[8] An Improved Switching Median filter for Uniformly Distributed Impulse Noise Removal
Pandey, Rajoo
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 28, 2008, 28 : 349 - 351
[9] Improved Decision Median Filter for Video Sequences Corrupted by Impulse Noise
Bhateja, Vikrant
Malhotra, Chirag
Rastogi, Kartikeya
Verma, Aviral
2014 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2014, : 716 - 721
[10] Removal of Fixed Valued Impulse Noise by Improved Trimmed Mean Median Filter
Sharma, Shachi
Yadav, Pranay
2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (IEEE ICCIC), 2014, : 367 - 374

← 1 2 3 4 5 →