Adaptive edge enhancing technique of impulsive noise removal in color digital images

Bogdan Smolka

doi:10.1007/978-3-642-20404-3_5

Adaptive edge enhancing technique of impulsive noise removal in color digital images

Bogdan Smolka

Department of Data Science and Engineering (RAU/RAU4)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

12 Citations (Scopus)

Abstract

In this paper a novel class of noise attenuating and edge enhancing filters for color image processing is introduced and analyzed. The proposed adaptive filter design is minimizing the cumulative dissimilarity measure of a cluster of pixels belonging to a sliding filtering window and outputs the most centrally located pixel. The proposed filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and enhancing its edges. Therefore it can be used in any application in which simultaneous denoising and edge enhancement is a prerequisite for further steps of the color image processing pipeline.

Original language	English
Title of host publication	Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings
Pages	60-74
Number of pages	15
DOIs	https://doi.org/10.1007/978-3-642-20404-3_5
Publication status	Published - 2011
Event	3rd International Workshop on Computational Color Imaging, CCIW 2011 - Milan, Italy Duration: 20 Apr 2011 → 21 Apr 2011

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6626 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	3rd International Workshop on Computational Color Imaging, CCIW 2011
Country/Territory	Italy
City	Milan
Period	20/04/11 → 21/04/11

Keywords

color image enhancement
impulsive noise reduction

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-20404-3_5

Cite this

Smolka, B. (2011). Adaptive edge enhancing technique of impulsive noise removal in color digital images. In Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings (pp. 60-74). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6626 LNCS). https://doi.org/10.1007/978-3-642-20404-3_5

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title = "Adaptive edge enhancing technique of impulsive noise removal in color digital images",

abstract = "In this paper a novel class of noise attenuating and edge enhancing filters for color image processing is introduced and analyzed. The proposed adaptive filter design is minimizing the cumulative dissimilarity measure of a cluster of pixels belonging to a sliding filtering window and outputs the most centrally located pixel. The proposed filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and enhancing its edges. Therefore it can be used in any application in which simultaneous denoising and edge enhancement is a prerequisite for further steps of the color image processing pipeline.",

keywords = "color image enhancement, impulsive noise reduction",

author = "Bogdan Smolka",

year = "2011",

doi = "10.1007/978-3-642-20404-3\_5",

language = "English",

isbn = "9783642204036",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "60--74",

booktitle = "Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings",

note = "3rd International Workshop on Computational Color Imaging, CCIW 2011 ; Conference date: 20-04-2011 Through 21-04-2011",

}

Smolka, B 2011, Adaptive edge enhancing technique of impulsive noise removal in color digital images. in Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6626 LNCS, pp. 60-74, 3rd International Workshop on Computational Color Imaging, CCIW 2011, Milan, Italy, 20/04/11. https://doi.org/10.1007/978-3-642-20404-3_5

Adaptive edge enhancing technique of impulsive noise removal in color digital images. / Smolka, Bogdan.
Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings. 2011. p. 60-74 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6626 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Adaptive edge enhancing technique of impulsive noise removal in color digital images

AU - Smolka, Bogdan

PY - 2011

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N2 - In this paper a novel class of noise attenuating and edge enhancing filters for color image processing is introduced and analyzed. The proposed adaptive filter design is minimizing the cumulative dissimilarity measure of a cluster of pixels belonging to a sliding filtering window and outputs the most centrally located pixel. The proposed filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and enhancing its edges. Therefore it can be used in any application in which simultaneous denoising and edge enhancement is a prerequisite for further steps of the color image processing pipeline.

AB - In this paper a novel class of noise attenuating and edge enhancing filters for color image processing is introduced and analyzed. The proposed adaptive filter design is minimizing the cumulative dissimilarity measure of a cluster of pixels belonging to a sliding filtering window and outputs the most centrally located pixel. The proposed filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and enhancing its edges. Therefore it can be used in any application in which simultaneous denoising and edge enhancement is a prerequisite for further steps of the color image processing pipeline.

KW - color image enhancement

KW - impulsive noise reduction

UR - https://www.scopus.com/pages/publications/79953868918

U2 - 10.1007/978-3-642-20404-3_5

DO - 10.1007/978-3-642-20404-3_5

M3 - Conference contribution

AN - SCOPUS:79953868918

SN - 9783642204036

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 60

EP - 74

BT - Computational Color Imaging - Third International Workshop, CCIW 2011, Proceedings

T2 - 3rd International Workshop on Computational Color Imaging, CCIW 2011

Y2 - 20 April 2011 through 21 April 2011

ER -

Adaptive edge enhancing technique of impulsive noise removal in color digital images

Abstract

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Keywords

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