A New Method for Removing Random-Valued Impulse Noise

被引：0

作者：

Jin, Qiyu ^{[1
]}

Bai, Li ^{[2
]}

Yang, Jie ^{[1
]}

Grama, Ion ^{[3
]}

Liu, Quansheng ^{[3
]}

机构：

[1] Shanghai Jiao Tong Univ, Inst Image Proc & Pattern Recognit, 800 Dongchuan Rd, Shanghai 200240, Peoples R China

[2] Univ Nottingham, Sch Comp Sci, Nottingham, England

[3] Univ Bretagne Sud, Laboratoire Mathmat Bretagne Atlant, UMR 6205, F-56017 Vannes, France

来源：

NEURAL INFORMATION PROCESSING, ICONIP 2014, PT III | 2014年 / 8836卷

基金：

中国博士后科学基金;

关键词：

random-valued impulse noise; denoising; Optimal Weights Filter; Non-Local Means; Rank Ordered Absolute Difference; FILTERS;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A new algorithm for removing random-valued impulse noise is proposed. We use a standardized version of the Rank Ordered Absolute Differences statistic of Garnett et al. [1] to attribute weights to noisy pixels. These weights are then incorporated into the Optimal Weights Filter approach from [2,3] to construct a new filter. Simulation results show that our method performs significantly better than a number of existing techniques.

引用

页码：9 / 16

页数：8

共 50 条

[1] An efficient method for removing random-valued impulse noise
Zhang, Jianjun
Wang, Qin
[J]. 2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2008, : 918 - 922
[2] A new rank-ordered method for removing random-valued impulse noise
Yang, Hao
Chen, Leiting
[J]. PROCEEDINGS OF THE 2016 INTERNATIONAL FORUM ON MANAGEMENT, EDUCATION AND INFORMATION TECHNOLOGY APPLICATION, 2016, 47 : 771 - 774
[3] REMOVING RANDOM-VALUED IMPULSE NOISE WITH RELIABLE WEIGHT
Jin, Qiyu
Bai, Li
Grama, Ion
Liu, Quansheng
Yang, Jie
[J]. INVERSE PROBLEMS AND IMAGING, 2020, 14 (02) : 171 - 203
[4] New method for detecting and removing random-valued impulse noise from images br
Lyakhov, P. A.
Orazaev, A. R.
[J]. COMPUTER OPTICS, 2023, 47 (02) : 262 - +
[5] An efficient median filter based method for removing random-valued impulse noise
Zhang, Jianjun
[J]. DIGITAL SIGNAL PROCESSING, 2010, 20 (04) : 1010 - 1018
[6] Robust detection technique for removing random-valued impulse noise
Awad, Ali S.
Man, Hong
[J]. 2007 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1-3, 2007, : 1128 - 1130
[7] An Efficient Procedure for Removing Random-Valued Impulse Noise in Images
Yu, Hancheng
Zhao, Li
Wang, Haixian
[J]. IEEE SIGNAL PROCESSING LETTERS, 2008, 15 : 922 - 925
[8] An iterative procedure for removing ID random-valued impulse noise
Chan, RH
Hu, C
Nikolova, M
[J]. IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (12) : 921 - 924
[9] A new method to remove random-valued impulse noise in images
Turkmen, Ilke
[J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2013, 67 (09) : 771 - 779
[10] An efficient detection technique for removing random-valued impulse noise in images
Awad, Ali S.
Man, Hong
[J]. IMAGE PROCESSING: ALGORITHMS AND SYSTEMS VI, 2008, 6812

← 1 2 3 4 5 →