An iterative method for image enhancement based on fuzzy logic

被引:0
|
作者
Farbiz, F [1 ]
Motamedi, SA [1 ]
Menhaj, MB [1 ]
机构
[1] Amirkabir Univ Technol, Dept Elect Engn, Tehran 15875, Iran
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
This paper presents a new filtering approach based on fuzzy-logic which has high performance in mixed noise environments. This filter is mainly based on the idea that each pixel is not allowed to be uniformly fired by each of the fuzzy rules. We perform several test experiments in order to highlight the merit of the proposed method. The results are very promising and indicating the high performance of the proposed filter in image restoration in compared with those of the filters which have been recently cited in image processing literature.
引用
收藏
页码:2937 / 2940
页数:4
相关论文
共 50 条
  • [1] Image Enhancement Based On Fuzzy Logic
    Kundra, Harish
    Aashima
    Verma, Monika
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2009, 9 (10): : 141 - 145
  • [2] A robust approach to image enhancement based on fuzzy logic
    Choi, YS
    Krishnapuram, R
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1997, 6 (06) : 808 - 825
  • [3] A fast and efficient color image enhancement method based on fuzzy-logic and histogram
    Raju, G.
    Nair, Madhu S.
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2014, 68 (03) : 237 - 243
  • [4] Image Contrast Enhancement in Spatial Domain using Fuzzy Logic based Interpolation Method
    Panda, Subrat Prasad
    [J]. 2016 IEEE STUDENTS' CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER SCIENCE (SCEECS), 2016,
  • [5] Iterative Image Fusion Using Fuzzy Logic with Applications
    Dammavalam, Srinivasa Rao
    Maddala, Seetha
    Prasad, M. H. M. Krishna
    [J]. ADVANCES IN COMPUTING AND INFORMATION TECHNOLOGY, VOL 2, 2013, 177 : 145 - +
  • [6] Fuzzy Logic-Based Histogram Equalization for Image Contrast Enhancement
    Magudeeswaran, V.
    Ravichandran, C. G.
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [7] A new fuzzy logic filter for image enhancement
    Farbiz, F
    Menhaj, MB
    Motamedi, SA
    Hagan, MT
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (01): : 110 - 119
  • [8] Combining fuzzy logic and kriging for image enhancement
    Mirza, AM
    Munir, B
    [J]. Computational Intelligence, Theory and Applications, 2005, : 463 - 473
  • [9] A novel method of image filtering based on iterative fuzzy control
    Lu, RH
    Yang, M
    Qiu, YH
    [J]. ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, PT 2, PROCEEDINGS, 2005, 3642 : 241 - 250
  • [10] Iterative image fusion technique using fuzzy and neuro fuzzy logic and applications
    Ranjan, R
    Singh, H
    Meitzler, T
    Gerhart, GR
    [J]. NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society, 2005, : 706 - 710