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Region-based multimodal image fusion using ICA bases

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

Original languageEnglish
Title of host publication2006 IEEE International Conference on Image Processing, Atlanta, GA, United States
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateOct 2006
Pages1801 - 1804
Number of pages4
ISBN (Print)1424404819
DOIs
StatePublished

Conference

ConferenceInternational Conference on Image Processing
CountryUnited States
CityAtlanta
Period1/10/06 → …

Abstract

In this paper, we present a novel region-based multimodal image fusion algorithm in the ICA domain. It uses segmentation to determine the most important regions in the input images and consequently fuses the ICA coefficients from the given regions. The proposed method exhibits considerably higher performance than the basic ICA algorithm and shows improvement over other state-of-the-art algorithms.

Additional information

Rose publication type: Conference contribution Sponsorship: This work has been funded by the UK Ministry of Defence Data and Information Fusion Defence Technology Centre. Terms of use: Copyright © 2006 IEEE. Reprinted from IEEE International Conference on Image Processing, 2006. 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

  • Cvejic IEEE ICIP 2006

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  • Extracted text

    Author final version (often known as postprint) , 15 KB, text/plain

DOI

Research areas

  • image fusion, joint segmentation, region-based fusion, independent component analysis

Event

International Conference on Image Processing

Duration1 Oct 2006 → …
CountryUnited States
CityAtlanta

Event: Conference

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