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Statistical image fusion with generalised Gaussian and Alpha-Stable distributions

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publication15th International Conference on Digital Signal Processing (DSP 2007) Wales, UK
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateJul 2007
Pages268 - 271
Number of pages4
ISBN (Print)1424408822
DOIs
StatePublished

Conference

Conference15th International Conference on Digital Signal Processing
CountryUnited Kingdom
CityCardiff
Period1/07/07 → …

Abstract

This paper describes a new methodology for multimodal image fusion based on non-Gaussian statistical modelling of wavelet coefficients of the input images. The use of families of generalised Gaussian and alpha-stable distributions for modelling image wavelet coefficients is investigated and methods for estimating distribution parameters are proposed. Improved techniques for image fusion are developed, by incorporating these models into the weighted average image fusion algorithm. The superior performance of the proposed methods is demonstrated using multimodal image datasets

Additional information

Rose publication type: Conference contribution Sponsorship: The authors are grateful for the financial support offered to project 2.1 'Image and video sensor fusion' by the UK MOD Data and Information Fusion Defence Technology Centre Terms of use: Copyright © 2007 IEEE. Reprinted from 15th International Conference on Digital Signal Processing, 2007. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Documents

DOI

Research areas

  • image fusion, statistical modelling, multimodal

Event

15th International Conference on Digital Signal Processing

Duration1 Jul 2007 → …
CountryUnited Kingdom
CityCardiff

Event: Conference

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