On the distance function approach to color image enhancement

M. Szczepanski; B. Smolka; K. N. Plataniotis; A. N. Venetsanopoulos

doi:10.1016/j.dam.2002.11.006

On the distance function approach to color image enhancement

M. Szczepanski
, B. Smolka
, K. N. Plataniotis
, A. N. Venetsanopoulos

Katedra Inżynierii i Analizy Eksploracyjnej Danych (RAU/RAU4)

University of Toronto

Wyniki badań: Wkład do czasopisma › Artykuł z konferencji › recenzja

14 Cytowania z bazy Scopus

Abstrakt

A new class of image processing filters is introduced and analyzed in this paper. The new filters utilize fuzzy measures applied to image pixels connected by digital paths. The performance of the proposed filters is compared to the performance of commonly used filters, such as the vector median, under a variety of performance criteria. It is shown that the proposed filters are better able to suppress impulsive and Gaussian noise than the existing techniques. Also, they are robust to inaccuracies in parameter settings.

Język oryginału	angielski
Strony (od–do)	283-305
Liczba stron	23
Czasopismo	Discrete Applied Mathematics
Tom	139
Numer wydania	1-3
Identyfikatory DOI	https://doi.org/10.1016/j.dam.2002.11.006
Status publikacji	Opublikowano - 30 kwi 2004
Wydarzenie	2001 International Workshop on Combinatorial Image Analysis (IWCIA 2001) - Philadelphia, PA, Stany Zjednoczone Czas trwania: 23 sie 2001 → 24 sie 2001

Obszary tematyczne ASJC Scopus

Matematyka dyskretna i kombinatoryka
Matematyka stosowana

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10.1016/j.dam.2002.11.006

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title = "On the distance function approach to color image enhancement",

abstract = "A new class of image processing filters is introduced and analyzed in this paper. The new filters utilize fuzzy measures applied to image pixels connected by digital paths. The performance of the proposed filters is compared to the performance of commonly used filters, such as the vector median, under a variety of performance criteria. It is shown that the proposed filters are better able to suppress impulsive and Gaussian noise than the existing techniques. Also, they are robust to inaccuracies in parameter settings.",

keywords = "Color image processing, Fuzzy filters, Geodesic paths, Noise reduction, Random walks",

author = "M. Szczepanski and B. Smolka and Plataniotis, \{K. N.\} and Venetsanopoulos, \{A. N.\}",

year = "2004",

month = apr,

day = "30",

doi = "10.1016/j.dam.2002.11.006",

language = "English",

volume = "139",

pages = "283--305",

journal = "Discrete Applied Mathematics",

issn = "0166-218X",

publisher = "Elsevier B.V.",

number = "1-3",

note = "2001 International Workshop on Combinatorial Image Analysis (IWCIA 2001) ; Conference date: 23-08-2001 Through 24-08-2001",

}

TY - JOUR

T1 - On the distance function approach to color image enhancement

AU - Szczepanski, M.

AU - Smolka, B.

AU - Plataniotis, K. N.

AU - Venetsanopoulos, A. N.

PY - 2004/4/30

Y1 - 2004/4/30

N2 - A new class of image processing filters is introduced and analyzed in this paper. The new filters utilize fuzzy measures applied to image pixels connected by digital paths. The performance of the proposed filters is compared to the performance of commonly used filters, such as the vector median, under a variety of performance criteria. It is shown that the proposed filters are better able to suppress impulsive and Gaussian noise than the existing techniques. Also, they are robust to inaccuracies in parameter settings.

AB - A new class of image processing filters is introduced and analyzed in this paper. The new filters utilize fuzzy measures applied to image pixels connected by digital paths. The performance of the proposed filters is compared to the performance of commonly used filters, such as the vector median, under a variety of performance criteria. It is shown that the proposed filters are better able to suppress impulsive and Gaussian noise than the existing techniques. Also, they are robust to inaccuracies in parameter settings.

KW - Color image processing

KW - Fuzzy filters

KW - Geodesic paths

KW - Noise reduction

KW - Random walks

UR - https://www.scopus.com/pages/publications/1842636126

U2 - 10.1016/j.dam.2002.11.006

DO - 10.1016/j.dam.2002.11.006

M3 - Conference article

AN - SCOPUS:1842636126

SN - 0166-218X

VL - 139

SP - 283

EP - 305

JO - Discrete Applied Mathematics

JF - Discrete Applied Mathematics

IS - 1-3

T2 - 2001 International Workshop on Combinatorial Image Analysis (IWCIA 2001)

Y2 - 23 August 2001 through 24 August 2001

ER -

On the distance function approach to color image enhancement

Abstrakt

Obszary tematyczne ASJC Scopus

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