Impulse noise cleaning by iterative threshold median filtering

被引：5
|
作者：
Ip, H. H-S. [1 ]
Potter, D. J. [1 ]
Lebedev, D. S. [2 ]
机构：
[1] Univ Coll London, Dept Phys & Astron, Image Proc Grp, London WC1E 6BT, England
[2] USSR Acad Sci, Inst Transmiss Problems, Icon Lab, Moscow, Russia
来源：
PATTERN RECOGNITION LETTERS | 1983年 / 2卷 / 02期
关键词：
Impulse noise filtering; array processors;
D O I：
10.1016/0167-8655(83)90043-0
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
An iterative impulse noise cleaning technique based on non-linear prediction is presented. The filtered image visual quality is considerably improved by the use of a 'soft' decision rule in the noise detection process. Implementation on CLIP4 is described.
引用
收藏
页码：89 / 93
页数：5
相关论文
共 50 条
  • [21] A Survey on Various Median Filtering Techniques For Removal of Impulse Noise From Digital Image
    George, Ginu
    Oommen, Rinoy Mathew
    Shelly, Shani
    Philipose, Stephie Sara
    Varghese, Ann Mary
    2018 CONFERENCE ON EMERGING DEVICES AND SMART SYSTEMS (ICEDSS), 2018, : 235 - 238
  • [22] Quality Assessment of Median Filtering Techniques for Impulse Noise Removal from Digital Images
    Khatri, Sunil
    Kasturiwale, Hemant
    2016 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2016,
  • [23] An iterative method for vector median filtering
    Spence, Clay
    Fancourt, Craig
    2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, : 2517 - 2520
  • [24] Efficiency Analysis of the Image Impulse Noise Cleaning Using Median Filters with Weighted Central Element
    Chervyakov, N. I.
    Lyakhov, P. A.
    Orazaev, A. R.
    Valueva, M. V.
    2017 INTERNATIONAL MULTI-CONFERENCE ON ENGINEERING, COMPUTER AND INFORMATION SCIENCES (SIBIRCON), 2017, : 141 - 146
  • [25] Bilateral and Median Filter Combination for High-Quality Cleaning of Random Impulse Noise in Images
    Lyakhov, Pavel A.
    Voznesensky, Alexander S.
    Shalugin, Evgeniy D.
    Orazaev, Anzor R.
    Baboshina, Valentina A.
    2022 11TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2022, : 346 - 350
  • [26] Efficient automatic noise reduction of electron tomographic reconstructions based on iterative median filtering
    van der Heide, Peter
    Xu, Xiao-Ping
    Marsh, Brad J.
    Hanein, Dorit
    Volkmann, Niels
    JOURNAL OF STRUCTURAL BIOLOGY, 2007, 158 (02) : 196 - 204
  • [27] Fuzzy filtering on impulse noise
    Yue, Shi-Hong
    2002, Zhejiang University (36):
  • [28] A real-valued label noise cleaning method based on ensemble iterative filtering with noise score
    Li, Chuang
    Mao, Zhizhong
    Jia, Mingxing
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 15 (09) : 4093 - 4118
  • [29] Pixel gradient-based adaptive iterative median filter for image impulse noise removal
    Jin, Xiang-Bo
    Wang, Yue-Ming
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2024, 43 (03) : 421 - 435
  • [30] Adaptive 3-D median filtering for restoration of an image sequence corrupted by impulse noise
    Kim, JS
    Park, HW
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2001, 16 (07) : 657 - 668
12345