Estimating the usefulness of preprocessing in colour image segmentation

Henryk Palus

Estimating the usefulness of preprocessing in colour image segmentation

Henryk Palus

Department of Data Science and Engineering (RAU/RAU4)

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

1 Citation (Scopus)

Abstract

In the paper we address the problem of usefulness of colour image filtering before segmentation. Our interests are limited to non-linear colour filters working in the spatial domain. Most often comparing such filters is based on calculation of different quality factors (e.g. SNR, NCD etc.). The main idea of this paper is to use an evaluation function, coming from segmentation, to estimate the usefulness of preprocesing. The experiments were realized using both original and noisy images corrupted by Gaussian and impulsive noise.

Original language	English
Title of host publication	CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science
Pages	197-200
Number of pages	4
Publication status	Published - 2004
Event	CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science - Aachen, Germany Duration: 5 Apr 2004 → 8 Apr 2004

Publication series

Name	CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science

Conference

Conference	CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science
Country/Territory	Germany
City	Aachen
Period	5/04/04 → 8/04/04

ASJC Scopus subject areas

General Engineering

Cite this

Palus, H. (2004). Estimating the usefulness of preprocessing in colour image segmentation. In CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science (pp. 197-200). (CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science).

Palus, Henryk. / Estimating the usefulness of preprocessing in colour image segmentation. CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science. 2004. pp. 197-200 (CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science).

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title = "Estimating the usefulness of preprocessing in colour image segmentation",

abstract = "In the paper we address the problem of usefulness of colour image filtering before segmentation. Our interests are limited to non-linear colour filters working in the spatial domain. Most often comparing such filters is based on calculation of different quality factors (e.g. SNR, NCD etc.). The main idea of this paper is to use an evaluation function, coming from segmentation, to estimate the usefulness of preprocesing. The experiments were realized using both original and noisy images corrupted by Gaussian and impulsive noise.",

author = "Henryk Palus",

year = "2004",

language = "English",

isbn = "089208250X",

series = "CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science",

pages = "197--200",

booktitle = "CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science",

note = "CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science ; Conference date: 05-04-2004 Through 08-04-2004",

}

Palus, H 2004, Estimating the usefulness of preprocessing in colour image segmentation. in CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science. CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science, pp. 197-200, CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science, Aachen, Germany, 5/04/04.

Estimating the usefulness of preprocessing in colour image segmentation. / Palus, Henryk.
CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science. 2004. p. 197-200 (CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science).

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

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AU - Palus, Henryk

PY - 2004

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N2 - In the paper we address the problem of usefulness of colour image filtering before segmentation. Our interests are limited to non-linear colour filters working in the spatial domain. Most often comparing such filters is based on calculation of different quality factors (e.g. SNR, NCD etc.). The main idea of this paper is to use an evaluation function, coming from segmentation, to estimate the usefulness of preprocesing. The experiments were realized using both original and noisy images corrupted by Gaussian and impulsive noise.

AB - In the paper we address the problem of usefulness of colour image filtering before segmentation. Our interests are limited to non-linear colour filters working in the spatial domain. Most often comparing such filters is based on calculation of different quality factors (e.g. SNR, NCD etc.). The main idea of this paper is to use an evaluation function, coming from segmentation, to estimate the usefulness of preprocesing. The experiments were realized using both original and noisy images corrupted by Gaussian and impulsive noise.

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M3 - Conference contribution

AN - SCOPUS:12344257640

SN - 089208250X

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T3 - CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science

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BT - CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science

T2 - CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science

Y2 - 5 April 2004 through 8 April 2004

ER -

Palus H. Estimating the usefulness of preprocessing in colour image segmentation. In CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science. 2004. p. 197-200. (CGIV 2004 - Second European Conference on Color in Graphics, Imaging, and Vision and Sixth International Symposium on Multispectral Color Science).

Estimating the usefulness of preprocessing in colour image segmentation

Abstract

Publication series

Conference

ASJC Scopus subject areas

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