The University of Southampton
University of Southampton Institutional Repository

On improving the noise reduction algorithms using image segmentation

On improving the noise reduction algorithms using image segmentation
On improving the noise reduction algorithms using image segmentation
This paper discusses how a partial segmentation of an image can be used to enhance the performance of existing wavelet noise reduction algorithms. It demonstrates that the spatial decomposition, provided by the segmentation, complements the frequency based decomposition of the wavelet transform, leading to better localisation of objects and allowing improvement of the noise reduction schemes.
501-504
White, P.R.
2dd2477b-5aa9-42e2-9d19-0806d994eaba
Baumann, O.
b880dfe2-4467-49ec-9f67-7d7b60b8a39e
DeStefano, A.
b256bc7b-449f-422a-a1bf-4b46b63426da
White, P.R.
2dd2477b-5aa9-42e2-9d19-0806d994eaba
Baumann, O.
b880dfe2-4467-49ec-9f67-7d7b60b8a39e
DeStefano, A.
b256bc7b-449f-422a-a1bf-4b46b63426da

White, P.R., Baumann, O. and DeStefano, A. (2004) On improving the noise reduction algorithms using image segmentation. Proceedings of European Signal Processing Conference (EUSIPCO), Vienna, Austria. 06 - 10 Sep 2004. pp. 501-504 .

Record type: Conference or Workshop Item (Paper)

Abstract

This paper discusses how a partial segmentation of an image can be used to enhance the performance of existing wavelet noise reduction algorithms. It demonstrates that the spatial decomposition, provided by the segmentation, complements the frequency based decomposition of the wavelet transform, leading to better localisation of objects and allowing improvement of the noise reduction schemes.

This record has no associated files available for download.

More information

Published date: 2004
Venue - Dates: Proceedings of European Signal Processing Conference (EUSIPCO), Vienna, Austria, 2004-09-06 - 2004-09-10

Identifiers

Local EPrints ID: 27984
URI: http://eprints.soton.ac.uk/id/eprint/27984
PURE UUID: 00569cd4-efea-4249-9736-f6250edf99f9
ORCID for P.R. White: ORCID iD orcid.org/0000-0002-4787-8713

Catalogue record

Date deposited: 02 May 2006
Last modified: 11 Jul 2024 01:33

Export record

Contributors

Author: P.R. White ORCID iD
Author: O. Baumann
Author: A. DeStefano

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×