A fuzzy impulse noise detection and suppression filter for color images

被引：0
|
作者：
Tsiftzis, Y [1 ]
Andreadis, I [1 ]
机构：
[1] Democritus Univ Thrace, Dept Elect & Comp Engn, GR-67100 Xanthi, Greece
来源：
APPLIED COMPUTATIONAL INTELLIGENCE | 2004年
关键词：
D O I：
10.1142/9789812702661_0073
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes the function of a noise detection and suppression filter that uses fuzzy logic techniques and aims both at improved performance and reduced computational complexity. It is applicable to color images and outperforms other similar reported techniques in terms of quality indexes and image detail preservation. The filter specializes in the detection and elimination of random and fixed valued impulse noise. The improved performance of the algorithm is confirmed by experimental results.
引用
收藏
页码：393 / 396
页数：4
相关论文
共 50 条
  • [11] Monochromatic-Based Method for Impulse Noise Detection and Suppression in Color Images
    Ramadan, Zayed M.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2013, 32 (04) : 1859 - 1874
  • [12] Fuzzy two-step filter for impulse noise reduction from color images
    Schulte, Stefan
    De Witte, Valerie
    Nachtegael, Mike
    Van der Weken, Dietrich
    Kerre, Etienne E.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (11) : 3567 - 3578
  • [13] Fuzzy impulse noise reduction methods for color images
    Schulte, Stefan
    Nachtegael, Mike
    De Witte, Valerie
    Van der Weken, Dietrich
    Kerre, Etienne E.
    COMPUTATIONAL INTELLIGENCE, THEORY AND APPLICATION, 2006, : 711 - +
  • [14] Removal of High Density Impulse Noise from Color Images Using an Adaptive Fuzzy Filter
    Rahman, Tanzila
    Uddin, Mohammad Shorif
    2014 1ST INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION & COMMUNICATION TECHNOLOGY (ICEEICT 2014), 2014,
  • [15] Fuzzy models for color edge detection in impulse noise
    Russo, F
    Lazzari, A
    VIMS 2002: IEEE INTERNATIONAL SYMPOSIUM ON VIRTUAL AND INTELLIGENT MEASUREMENT SYSTEMS: DISTRIBUTED INTELLIGENT SENSING FOR ADVANCED INTEGRATED VIRTUAL ENVIRONMENTS, 2002, : 93 - 98
  • [16] Adaptive fuzzy median filter for images corrupted by impulse noise
    Zhou, Yan
    Tang, Quan-Hua
    Jin, Wei-Dong
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 3, PROCEEDINGS, 2008, : 265 - +
  • [17] Adaptive fuzzy switching filter for images corrupted by impulse noise
    Xu, HX
    Zhu, GX
    Peng, HY
    Wang, DS
    PATTERN RECOGNITION LETTERS, 2004, 25 (15) : 1657 - 1663
  • [18] Adaptive fuzzy switching filter for images corrupted by impulse noise
    Xu, HX
    Zhu, GX
    Peng, FY
    Wang, DS
    2004 INTERNATIONAL CONFERENCE ON COMMUNICATION, CIRCUITS, AND SYSTEMS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS - VOL 2: SIGNAL PROCESSING, CIRCUITS AND SYSTEMS, 2004, : 792 - 795
  • [19] A fuzzy filter for color images corrupted by mixed noise
    Guo, Xuan
    Guo, Baoping
    2014 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI 2014), 2014, : 177 - 181
  • [20] Impulse Noise Removal from Color Images: An Approach using SVM Classification Based Fuzzy Filter
    Roy, Amarjit
    Singha, Joyeeta
    Laskar, Rabul Hussain
    TENCON 2017 - 2017 IEEE REGION 10 CONFERENCE, 2017, : 929 - 934
12345