Improved impulse noise filtering method

被引:0
|
作者
College of Astronautics, Northwestern Polytechnical University, Xi'an 710072, China [1 ]
机构
来源
Guangdianzi Jiguang | 2008年 / 1卷 / 107-110期
关键词
Algorithms - Computer simulation - Impulse noise - Signal to noise ratio;
D O I
暂无
中图分类号
学科分类号
摘要
A method to estimate the impulse noise rate is proposed in this paper. At the same time, to overcome the shortcoming of traditional median filter, an image denoising algorithm composed of noise detection and noise filtering for impulse noise is researched. The computer simulation results indicate that it is accurate to estimate the noise rate by this method. Moreover, the noise filtering method is effective in denoising image and preserving the edge simultaneously.
引用
收藏
相关论文
共 50 条
  • [32] Morphological Filtering Algorithm for Restoring Images Contaminated by Impulse Noise
    Domingo Mendiola-Santibanez, Jorge
    Octavio Arias-Estrada, Miguel
    Marcos Santillan-Mendez, Israel
    Rodriguez-Resendiz, Juvenal
    Gallegos-Duarte, Martin
    Jose Gomez-Melendez, Domingo
    Ramon Terol-Villalobos, Ivan
    COMPUTACION Y SISTEMAS, 2015, 19 (02): : 243 - 254
  • [33] Adaptive nonlinear RLS algorithm for robust filtering in impulse noise
    Weng, JF
    Leung, SH
    ISCAS '97 - PROCEEDINGS OF 1997 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS I - IV: CIRCUITS AND SYSTEMS IN THE INFORMATION AGE, 1997, : 2337 - 2340
  • [34] An Efficient Filtering Algorithm against Impulse Noise in Communication Systems
    Tang, Yijie
    Qian, Guobing
    Wu, Wenqi
    Chien, Ying-Ren
    JOURNAL OF INTERNET TECHNOLOGY, 2023, 24 (02): : 357 - 362
  • [35] Nonlinear filtering impulse noise removal from corrupted images
    Zhang, DS
    Shi, Z
    Wang, HX
    Kouri, DJ
    Hoffman, DK
    2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2000, : 285 - 287
  • [36] An Adaptive Hybrid Filtering for Removing Impulse Noise in Color Images
    Guo, Xuan
    Guo, Baoping
    Hu, Tao
    Yang, Ou
    ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 3, PROCEEDINGS, 2009, 5553 : 494 - +
  • [37] Filtering for Chirp impulse noise based on fractional Fourier domain
    Yu, FQ
    Cao, JL
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 1813 - 1820
  • [38] An Efficient Adaptive Median Filtering Approach for the Removal of Impulse Noise
    Khare, Varnita
    Chugh, Shaila
    2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ENGINEERING AND TECHNOLOGY RESEARCH (ICAETR), 2014,
  • [39] Impulse noise removal by multi-state median filtering
    Chen, T
    Wu, HR
    2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 2183 - 2186
  • [40] Context-based prediction filtering of impulse noise images
    Gellert, Arpad
    Brad, Remus
    IET IMAGE PROCESSING, 2016, 10 (06) : 429 - 437