Fuzzy filters for noise reduction: The case of Gaussian noise

被引：0

作者：

Nachtegael, M ^{[1
]}

Schulte, S ^{[1
]}

Van der Weken, D ^{[1
]}

De Witte, V ^{[1
]}

Kerre, EE ^{[1
]}

机构：

[1] Univ Ghent, Dept Appl Math & Comp Sci, B-9000 Ghent, Belgium

来源：

FUZZ-IEEE 2005: PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS: BIGGEST LITTLE CONFERENCE IN THE WORLD | 2005年

关键词：

image processing; noise reduction; fuzzy filters; gaussian noise;

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：

Noise reduction is a well-known problem in image processing. The reduction of noise in an image sometimes is as a goal itself, and sometimes is considered as a pre-processing step. Besides the classical filters for noise reduction, quite a lot of fuzzy inspired filters have been proposed during the past years. However, it is very difficult to judge the quality of this wide variety of filters. For which noise types are they designed? How do they perform for those noise types? How do they perform compared to each other? Can we select filters that clearly outperform the others? Is there a difference between numerical and visual results? In this paper, we answer these questions for images that are corrupted with gaussian noise.

引用

页码：201 / 206

页数：6

共 50 条

[31] Cascade Fuzzy Filters for Impulse and Random Noise Cancellation
Jeon, Gwanggil
Fang, Yong
Gallo, Luigi
Park, Sang-Jun
Lee, Rokkyu
Jeong, Jechang
ISCE: 2009 IEEE 13TH INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS, VOLS 1 AND 2, 2009, : 95 - +
[32] Representation of the response process of quadratic filters subjected to Gaussian noise
Naess, A
STOCHASTIC ANALYSIS AND APPLICATIONS, 2002, 20 (05) : 947 - 962
[33] Feature-preserving noise reduction by using time-domain Gaussian-weighted multiple noise reduction filters for real-time bioluminescence measurement
Ishigami, Keisuke
Furukawa, Hiromitsu
ANALYTICAL BIOCHEMISTRY, 2018, 551 : 1 - 3
[34] Membership function construction for interval-valued fuzzy sets with application to Gaussian noise reduction
Bigand, Andre
Colot, Olivier
FUZZY SETS AND SYSTEMS, 2016, 286 : 66 - 85
[35] NOISE FILTERS
KRIGMAN, A
KOCHER, C
INSTRUMENTS & CONTROL SYSTEMS, 1975, 48 (03): : 39 - 42
[36] A new fuzzy additive noise reduction method
Schulte, Stefan
De Witte, Valerie
Nachtegael, Mike
Melange, Tom
Kerre, Etienne E.
IMAGE ANALYSIS AND RECOGNITION, PROCEEDINGS, 2007, 4633 : 12 - 23
[37] Fuzzy based Impulse Noise Reduction Method
Hussain, Ayyaz
Bhatti, Sohail Masood
Jaffar, M. Arfan
MULTIMEDIA TOOLS AND APPLICATIONS, 2012, 60 (03) : 551 - 571
[38] A Novel Fuzzy Technique for Image Noise Reduction
Nejad, Hamed Vahdat
Pourreza, Hameed Reza
Ebrahimi, Hasan
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 14, 2006, 14 : 390 - 395
[39] Reduction of GPS receiver noise using adaptive filters
Bruton, A
ION GPS-97, PT 1 AND 2: PROCEEDINGS OF THE 10TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION, 1997, : 645 - 653
[40] A fuzzy noise reduction method for color images
Schulte, Stefan
De Witte, Valerie
Kerre, Etienne E.
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (05) : 1425 - 1436

← 1 2 3 4 5 →