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
  • [31] Geometric Features-Based Filtering for Suppression of Impulse Noise in Color Images
    Xu, Zhengya
    Wu, Hong Ren
    Qiu, Bin
    Yu, Xinghuo
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2009, 18 (08) : 1742 - 1759
  • [32] An adaptive detail-preserving filter for impulse noise suppression in colour images
    Xu, Zhengya
    Qiu, Bin
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 1082 - +
  • [33] Fast impulse noise suppression in colour images using most median filter
    Malik, Husnain
    Qiu, Bin
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 843 - 847
  • [34] Adaptive progressive filter to remove impulse noise in highly corrupted color images
    Zhengya Xu
    Hong Ren Wu
    Xinghuo Yu
    Bin Qiu
    Signal, Image and Video Processing, 2013, 7 : 817 - 831
  • [35] A two-pass median filter for impulse noise attenuation in color images
    Grabowski, S
    Bieniecki, W
    EXPERIENCE OF DESIGNING AND APPLICATION OF CAD SYSTEMS IN MICROELECTRONICS, 2003, : 101 - 104
  • [36] A Switching Vector Median Filter for Impulse Noise Removal from Color Images
    Chanu, Palungbam Roji
    Singh, Khumanthem Manglem
    TENCON 2017 - 2017 IEEE REGION 10 CONFERENCE, 2017, : 2819 - 2824
  • [37] Peer Group and Hybrid Vector Filter for Removal of Impulse Noise in Color Images
    Yu, Chu
    Chen, Mao-Wen
    Chen, Jin-Yu
    Tang, Jia-Hong
    2019 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2019,
  • [38] Adaptive progressive filter to remove impulse noise in highly corrupted color images
    Xu, Zhengya
    Wu, Hong Ren
    Yu, Xinghuo
    Qiu, Bin
    SIGNAL IMAGE AND VIDEO PROCESSING, 2013, 7 (05) : 817 - 831
  • [39] Suppression of impulse noise in MR images using artificial intelligent based neuro-fuzzy adaptive median filter
    Toprak, Abdullah
    Ozerdem, Mehmet Sirac
    Guler, Inan
    DIGITAL SIGNAL PROCESSING, 2008, 18 (03) : 391 - 405
  • [40] Fuzzy hybrid filter for removal of impulse noise from highly corrupted images
    Ma, MG
    Jiao, X
    Tan, XQ
    2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS, 2002, : 885 - 888
12345