Modified anisotropic diffusion framework

Bogdan Smolka; Rastislav Lukac; Konstantinos Plataniotis; Anastasios Venetsanopoulos

doi:10.1117/12.503213

Modified anisotropic diffusion framework

Bogdan Smolka
, Rastislav Lukac
, Konstantinos Plataniotis
, Anastasios Venetsanopoulos

Katedra Inżynierii i Analizy Eksploracyjnej Danych (RAU/RAU4)

Slovak Image Processing Center
University of Toronto

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

5 Cytowania z bazy Scopus

Abstrakt

In this paper a novel approach to the problem of edge preserving noise reduction in color images is proposed and evaluated. The new algorithm is based on the combined forward and backward anisotropic diffusion with incorporated time dependent cooling process. This method is able to efficiently remove image noise, while preserving and even enhancing image edges. The proposed algorithm can be used as a first step of different techniques, which are based on color, shape and spatial location information.

Język oryginału	angielski
Tytuł publikacji goszczącej	Visual Communications and Image Processing 2003
Wydawca	SPIE
Strony	1657-1666
Liczba stron	10
ISBN (drukowany)	0819450235
Identyfikatory DOI	https://doi.org/10.1117/12.503213
Status publikacji	Opublikowano - 2003
Wydarzenie	2003 Visual Communications and Image Processing, VCIP 2003 - Lugano, Szwajcaria Czas trwania: 8 lip 2003 → 11 lip 2003

Seria publikacji

Nazwa	Proceedings of SPIE - The International Society for Optical Engineering
Tom	5150 III
ISSN (drukowany)	0277-786X

Konferencja

Konferencja	2003 Visual Communications and Image Processing, VCIP 2003
Kraj/Terytorium	Szwajcaria
Miejscowość	Lugano
Okres	8/07/03 → 11/07/03

Obszary tematyczne ASJC Scopus

Materiały elektroniczne, optyczne i magnetyczne
Instrumentacja
Fizyka materii skondensowanej
Zastosowania informatyki
Matematyka stosowana
Inżynieria elektryczna i elektroniczna

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10.1117/12.503213

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

@inproceedings{54cae04652274892b4dd6a3df5ab9da7,

title = "Modified anisotropic diffusion framework",

abstract = "In this paper a novel approach to the problem of edge preserving noise reduction in color images is proposed and evaluated. The new algorithm is based on the combined forward and backward anisotropic diffusion with incorporated time dependent cooling process. This method is able to efficiently remove image noise, while preserving and even enhancing image edges. The proposed algorithm can be used as a first step of different techniques, which are based on color, shape and spatial location information.",

keywords = "Anisotropic diffusion, Image enhancement, Noise reduction",

author = "Bogdan Smolka and Rastislav Lukac and Konstantinos Plataniotis and Anastasios Venetsanopoulos",

year = "2003",

doi = "10.1117/12.503213",

language = "English",

isbn = "0819450235",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

publisher = "SPIE",

pages = "1657--1666",

booktitle = "Visual Communications and Image Processing 2003",

address = "United States",

note = "2003 Visual Communications and Image Processing, VCIP 2003 ; Conference date: 08-07-2003 Through 11-07-2003",

}

Smolka, B, Lukac, R, Plataniotis, K & Venetsanopoulos, A 2003, Modified anisotropic diffusion framework. w Visual Communications and Image Processing 2003. Proceedings of SPIE - The International Society for Optical Engineering, tom 5150 III, SPIE, str. 1657-1666, 2003 Visual Communications and Image Processing, VCIP 2003, Lugano, Szwajcaria, 8/07/03. https://doi.org/10.1117/12.503213

Modified anisotropic diffusion framework. / Smolka, Bogdan; Lukac, Rastislav; Plataniotis, Konstantinos i in.
Visual Communications and Image Processing 2003. SPIE, 2003. str. 1657-1666 (Proceedings of SPIE - The International Society for Optical Engineering; Tom 5150 III).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

T1 - Modified anisotropic diffusion framework

AU - Smolka, Bogdan

AU - Lukac, Rastislav

AU - Plataniotis, Konstantinos

AU - Venetsanopoulos, Anastasios

PY - 2003

Y1 - 2003

N2 - In this paper a novel approach to the problem of edge preserving noise reduction in color images is proposed and evaluated. The new algorithm is based on the combined forward and backward anisotropic diffusion with incorporated time dependent cooling process. This method is able to efficiently remove image noise, while preserving and even enhancing image edges. The proposed algorithm can be used as a first step of different techniques, which are based on color, shape and spatial location information.

AB - In this paper a novel approach to the problem of edge preserving noise reduction in color images is proposed and evaluated. The new algorithm is based on the combined forward and backward anisotropic diffusion with incorporated time dependent cooling process. This method is able to efficiently remove image noise, while preserving and even enhancing image edges. The proposed algorithm can be used as a first step of different techniques, which are based on color, shape and spatial location information.

KW - Anisotropic diffusion

KW - Image enhancement

KW - Noise reduction

UR - https://www.scopus.com/pages/publications/0141830744

U2 - 10.1117/12.503213

DO - 10.1117/12.503213

M3 - Conference contribution

AN - SCOPUS:0141830744

SN - 0819450235

T3 - Proceedings of SPIE - The International Society for Optical Engineering

SP - 1657

EP - 1666

BT - Visual Communications and Image Processing 2003

PB - SPIE

T2 - 2003 Visual Communications and Image Processing, VCIP 2003

Y2 - 8 July 2003 through 11 July 2003

ER -

Modified anisotropic diffusion framework

Abstrakt

Seria publikacji

Konferencja

Obszary tematyczne ASJC Scopus

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