An implementation of tunable fuzzy filters for mixed noise reduction

被引：0
|
作者：
Muneyasu, M [1 ]
Asou, K
Wada, Y
Taguchi, A
Hinamoto, T
机构：
[1] Hiroshima Univ, Fac Engn, Higashihiroshima 7398527, Japan
[2] Musashi Inst Technol, Fac Engn, Tokyo 1588557, Japan
来源：
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES | 2001年 / E84A卷 / 02期
关键词：
mixed noise reduction; fuzzy control; parameter optimization;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a new implementation of fuzzy filters for edge-preserving smoothing of an image corrupted by impulsive and white Gaussian noise. This filter structure is expressed as an adaptive weighted mean filter that uses fuzzy control. The parameters of this filter can be adjusted by learning. Finally, simulation results demonstrate the effectiveness of the proposed technique.
引用
收藏
页码：482 / 484
页数：3
相关论文
共 50 条
  • [21] Design and implementation of VLSI fuzzy adaptive filters
    Espinosa, G
    Díaz-Méndez, A
    Pérez-Meana, H
    Alejos-Palomares, R
    42ND MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1999, : 570 - 573
  • [22] Asynchronous implementation of transient suppression in tunable HR filters
    Makundi, M
    Laakso, TI
    Liu, YH
    DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2, 2002, : 815 - 818
  • [23] Fuzzy integral filters: Properties and parallel implementation
    Shi, HC
    Gader, PD
    Chen, WS
    REAL-TIME IMAGING, 1998, 4 (04) : 233 - 241
  • [24] Noise robust Laws' filters based on fuzzy filters for texture classification
    Dash, Sonali
    Senapati, Manas Ranjan
    EGYPTIAN INFORMATICS JOURNAL, 2020, 21 (01) : 37 - 49
  • [25] Electronically Tunable Resistorless Mixed Mode Biquad Filters
    Yesil, Abdullah
    Kacar, Firat
    RADIOENGINEERING, 2013, 22 (04) : 1016 - 1025
  • [26] Mixed-mode implementation of particle filters
    Velmurugan, Rajbabu
    Subramanian, Shyam
    Cevher, Volkan
    McClellan, James H.
    Anderson, David V.
    2007 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 613 - +
  • [27] SELECTION OF EMI FILTERS FOR NOISE REDUCTION.
    Sakamoto, Yukio
    Sugitani, Masami
    Yamamoto, Hidetoshi
    1600, (22):
  • [28] A Study of the LCMV and MVDR Noise Reduction Filters
    Souden, Mehrez
    Benesty, Jacob
    Affes, Sofiene
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2010, 58 (09) : 4925 - 4935
  • [29] Digital Filters for Noise Reduction in Nuclear Detectors
    Alberto, D.
    Bussa, M. P.
    Falletti, E.
    Ferrero, L.
    Garello, R.
    Grasso, A.
    Greco, M.
    Maggiora, M.
    2009 16TH IEEE-NPSS REAL TIME CONFERENCE, 2009, : 254 - 254
  • [30] Analysis of Different Filters for Noise Reduction in Images
    Dhruv, Bhawna
    Mittal, Neetu
    Modi, Megha
    2017 RECENT DEVELOPMENTS IN CONTROL, AUTOMATION AND POWER ENGINEERING (RDCAPE), 2017, : 410 - 415
12345