Fuzzy-similarity-based noise cancellation for real-time image processing

被引：0
|
作者：
Tolt, G [1 ]
Kalaykov, I [1 ]
机构：
[1] Univ Orebro, Dept Technol, Ctr Appl Autonomous Sensor Syst, SE-70182 Orebro, Sweden
来源：
10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE | 2001年
关键词：
fuzzy similarity; image noise cancellation; fast algorithms; real-time image processing;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We introduce a new algorithm for image noise cancellation based on fuzzy similarity and homogeneity. The proposed method allows simple tuning of fuzzy filter properties and it is very convenient for high-speed real-time image processing. A detailed analysis of the filter properties is presented to support tuning its parameters for a particular application. Test examples and comparisons with other image noise cancellation techniques show the advantages of the method.
引用
收藏
页码：15 / 18
页数：4
相关论文
共 50 条
  • [1] A fuzzy-similarity-based approach for high-speed real-time image processing
    Tolt, G
    Kalaykov, I
    [J]. 2005 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL & 13TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1 AND 2, 2005, : 1240 - 1245
  • [2] A fuzzy-based impulse noise detection and cancellation for real-time processing in video receivers
    Wu, CB
    Liu, BD
    Yang, JF
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2003, 52 (03) : 780 - 784
  • [3] Real-time noise cancellation with deep learning
    Porr, Bernd
    Daryanavard, Sama
    Bohollo, Lucia Munoz
    Cowan, Henry
    Dahiya, Ravinder
    [J]. PLOS ONE, 2022, 17 (11):
  • [4] Parallelized Fuzzy RBF and FHM based Color Filtering for Real-Time Image Processing
    Tusor, Balazs
    Bukor, Jozsef
    Varkonyi-Koczy, Annamaria R.
    [J]. 2019 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2019, : 676 - 681
  • [5] Real-time image processing
    [J]. Nature Methods, 2013, 10 (9) : 821 - 821
  • [6] Real-Time Noise Cancellation Using Wavelet Transforms
    [J]. Sheybani, E. (esheybani@vsu.edu), 1600, Springer Science and Business Media, LLC (37):
  • [7] Kepstrum Analysis and Real-Time Application to Noise Cancellation
    Jeong, J.
    [J]. PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SIGNAL PROCESSING, ROBOTICS AND AUTOMATION, 2009, : 149 - 154
  • [8] The Real-Time Image Processing Technique Based on DSP
    QI Chang~1
    2. School of Electronic Information and Electric Engineering
    [J]. Wuhan University Journal of Natural Sciences, 2005, (06) : 84 - 88
  • [9] Development of real-time extensometer based on image processing
    Adinanta, H.
    Puranto, P.
    Suryadi
    [J]. 2ND INTERNATIONAL SYMPOSIUM ON FRONTIER OF APPLIED PHYSICS (ISFAP 2016), 2017, 817
  • [10] Spectral image processing in real-time
    Matthias F. Carlsohn
    [J]. Journal of Real-Time Image Processing, 2006, 1 : 25 - 32
12345