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
  • [1] An Improved Impulse Noise Detection and Removal Method
    Xie Dange-en
    Zhang Zhili
    PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON INFORMATION, BUSINESS AND EDUCATION TECHNOLOGY (ICIBET 2013), 2013, 26 : 115 - 118
  • [2] Fuzzy filtering on impulse noise
    Yue, Shi-Hong
    2002, Zhejiang University (36):
  • [3] Impulse Noise Suppression Method by Median Filtering with Parity Extraction
    Li, Zhenxing
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 991 - 994
  • [4] ADAPTIVE ROBUST IMPULSE NOISE FILTERING
    KIM, SR
    EFRON, A
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (08) : 1855 - 1866
  • [5] Impulse Noise Filtering using MLMVN
    Keohane, Olivia
    Aizenberg, Igor
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [6] Improved image filtering method for salt and pepper noise
    Wang, Hong-Mei
    Li, Yan-Jun
    Zhang, Ke
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2007, 18 (01): : 113 - 116
  • [7] Filtering impulse noise of laser scanned data
    Hu, Xianghong
    Chen, Kangning
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2003, 15 (09): : 1056 - 1059
  • [8] A novel filtering scheme for impulse noise cancellation
    Panda, G
    Majhi, B
    Meher, SK
    Dash, PK
    IETE JOURNAL OF RESEARCH, 2002, 48 (3-4) : 163 - 170
  • [9] Support Vector Machine and Improved Adaptive Median Filtering for Impulse Noise Removal from Images
    Lee, Dae Geun
    Park, Min Jae
    Kim, Jeong Uk
    Kim, Do Yoon
    Kim, Dong Wook
    Lim, Dong Hoon
    KOREAN JOURNAL OF APPLIED STATISTICS, 2010, 23 (01) : 151 - 165
  • [10] A good neighbor is a great blessing: Nearest neighbor filtering method to remove impulse noise
    Lone, Mohd Rafi
    Khan, Ekram
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (10) : 9942 - 9952