A type-2 fuzzy logic operator for impulse noise removal from digital images

被引：0
|
作者：
Yildirim, M. Tuelin [1 ]
Bastuerk, Alper [2 ]
Yueksel, M. Emin [3 ]
机构：
[1] Erciyes Univ, Sivil Havacil Yuksekokulu, Kayseri, Turkey
[2] Erciyes Univ, Bilgisayar Muhendisligi, Kayseri, Turkey
[3] Erciyes Univ, Elekt Elekt Muhendisligi, Kayseri, Turkey
来源：
2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS 1-3 | 2007年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, a new detail-preserving neuro-fuzzy (NF) filtering operator based on type-2 fuzzy logic tecniques for restoring digital images corrupted by impulse noise is presented. The operator is constructed by combining desired number of type-2 NF filters, defuzzifiers and a postprocessor. All NF filters in the structure of the operator are Sugeno type first order type-2 interval fuzzy inference systems. Internal structures of the NF filters are identical to each other. Simulation results indicate that the proposed operator offers superior performance in removing impulse noise from images while effectively preserving image details and texture.
引用
收藏
页码：479 / +
页数：3
相关论文
共 50 条
  • [1] A detail-preserving type-2 fuzzy logic filter for impulse noise removal from digital images
    Yildirim, M. Tuelin
    Bastuerk, Alper
    Yueksel, M. Ernin
    2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 750 - +
  • [2] Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic
    Yildirim, M. Tuelin
    Bastuerk, Alper
    Yueksel, M. Emin
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2008, 16 (04) : 920 - 928
  • [3] A Self-Constructing Type-2 Fuzzy Neural Network for Impulse Noise Removal in Digital Images
    Ouyang, Chen-Sen
    Cheng, Po-Jen
    2013 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY 2013), 2013, : 299 - 304
  • [4] A type-2 fuzzy logic filter for detail-preserving restoration of digital images corrupted by impulse noise
    Yildirim, M. Tuelin
    Yueksel, M. Emin
    ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, 2007, 4678 : 485 - 496
  • [5] Efficient removal of impulse noise from highly corrupted digital images by a simple neuro-fuzzy operator
    Yüksel, ME
    Bastürk, A
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2003, 57 (03) : 214 - 219
  • [6] Interval Type-2 Fuzzy Logic for Edges Detection in Digital Images
    Mendoza, Olivia
    Melin, Patricia
    Licea, Guillermo
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2009, 24 (11) : 1115 - 1133
  • [7] Adaptive type-2 fuzzy median filter design for removal of impulse noise
    Own, CM
    Tsai, HH
    Yu, PT
    Lee, YJ
    IMAGING SCIENCE JOURNAL, 2006, 54 (01): : 3 - 18
  • [8] A simple generalized neuro-fuzzy operator for efficient removal of impulse noise from highly corrupted digital images
    Yüksel, ME
    Bastürk, A
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2005, 59 (01) : 1 - 7
  • [9] Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images
    Yuksel, Mehmet Emin
    Basturk, Alper
    IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2012, 7 (03) : 25 - 35
  • [10] Efficient removal of impulse noise from digital images
    Luo, Wenbin
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2006, 52 (02) : 523 - 527
12345