Salt-and-Pepper Noise Detection and Reduction Using Fuzzy Switching Median Filter

被引：72

作者：

Toh, Kenny Kal Vin ^{[1
]}

Ibrahim, Haidi ^{[1
]}

Mahyuddin, Muharnmad Nasiruddin ^{[1
]}

机构：

[1] Univ Sains Malaysia, Sch Elect & Elect Engn, Nibong Tebal 14300, Penang, Malaysia

来源：

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS | 2008年 / 54卷 / 04期

关键词：

Fuzzy switching median; salt-and-pepper noise; image processing; fuzzy reasoning;

D O I：

10.1109/TCE.2008.4711258

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper presents a new fizzy switching median (FSM) filter employing fuzzy techniques in image processing. The proposed filter is able to remove salt-and-pepper noise in digital images while preserving image details and textures very well. By incorporating fuzzy reasoning in correcting the detected noisy pixel, the low complexity FSM filter is able to outperform some well known existing salt-and-pepper noise fuzzy and classical filters.

引用

页码：1956 / 1961

页数：6

共 10 条

[1] A new efficient approach for the removal of impulse noise from highly corrupted images [J].

Abreu, E ;

Lightstone, M ;

Mitra, SK ;

Arakawa, K .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 1996, 5 (06) :1012-1025

[2] Tri-state median filter for image denoising [J].

Chen, T ;

Ma, KK ;

Chen, LH .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (12) :1834-1838

[3]

Gonzalez R., 2019, Digital Image Processing, V2nd

[4] Efficient removal of impulse noise from digital images [J].

Luo, Wenbin .

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2006, 52 (02) :523-527

[5]

Nachtegael M, 2001, 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, P7, DOI 10.1109/FUZZ.2001.1007231

[6] A fuzzy filter for images corrupted by impulse noise [J].

Russo, F ;

Ramponi, G .

IEEE SIGNAL PROCESSING LETTERS, 1996, 3 (06) :168-170

[7] FIRE operators for image processing [J].

Russo, F .

FUZZY SETS AND SYSTEMS, 1999, 103 (02) :265-275

[8] A fuzzy impulse noise detection and reduction method [J].

Schulte, S ;

Nachtegael, M ;

De Witte, V ;

Van der Weken, D ;

Kerre, EE .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (05) :1153-1162

[9] DETAIL-PRESERVING MEDIAN BASED FILTERS IN IMAGE-PROCESSING [J].

SUN, T ;

NEUVO, Y .

PATTERN RECOGNITION LETTERS, 1994, 15 (04) :341-347

[10] A new impulse detector for switching median filters [J].

Zhang, SQ ;

Karim, MA .

IEEE SIGNAL PROCESSING LETTERS, 2002, 9 (11) :360-363

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