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

Department of Data Science and Engineering (RAU/RAU4)

Slovak Image Processing Center
University of Toronto

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

5 Citations (Scopus)

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.

Original language	English
Title of host publication	Visual Communications and Image Processing 2003
Publisher	SPIE
Pages	1657-1666
Number of pages	10
ISBN (Print)	0819450235
DOIs	https://doi.org/10.1117/12.503213
Publication status	Published - 2003
Event	2003 Visual Communications and Image Processing, VCIP 2003 - Lugano, Switzerland Duration: 8 Jul 2003 → 11 Jul 2003

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	5150 III
ISSN (Print)	0277-786X

Conference

Conference	2003 Visual Communications and Image Processing, VCIP 2003
Country/Territory	Switzerland
City	Lugano
Period	8/07/03 → 11/07/03

Keywords

Anisotropic diffusion
Image enhancement
Noise reduction

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Instrumentation
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

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10.1117/12.503213

Cite this

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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. in Visual Communications and Image Processing 2003. Proceedings of SPIE - The International Society for Optical Engineering, vol. 5150 III, SPIE, pp. 1657-1666, 2003 Visual Communications and Image Processing, VCIP 2003, Lugano, Switzerland, 8/07/03. https://doi.org/10.1117/12.503213

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

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

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

Abstract

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Keywords

ASJC Scopus subject areas

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