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Image fusion using a 3-D wavelet transform

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

Original languageEnglish
Title of host publicationProceedings of the Seventh International Conference on Image Processing and its Applications
Publisher or commissioning bodyInstitution of Electrical Engineers (IEE)
Publication dateJul 1999
Pages235 - 239
Volume1
ISBN (Print)0852967179
DOIs
StatePublished

Publication series

Name
ISSN (Print)05379989

Conference

Conference7th International Conference on Image Processing and Its Applications
CountryUnited Kingdom
CityManchester
Period1/07/99 → …

Abstract

We present a new approach to 3-D image fusion using a 3-D separable wavelet transform. Several known 2-D WT fusion schemes have been extended to handle 3-D images and some new image fusion schemes (i.e. fusion by hard and soft thresholding, composite fusion, fusion of the WT maxima graphs) have been proposed. The goal of this paper is to present the new framework for 3-D image fusion using the wavelet transform, rather than to compare the results of the various fusion rules. Wavelet transform fusion diagrams have been introduced as a convenient tool to visually describe different image fusion schemes. A very important advantage of using 3-D WT image fusion over alternative image fusion algorithms is that it may be combined with other 3-D image processing algorithms working in the wavelet domain, such as `smooth versus textured' region segmentation, volume compression, where only a small part of all wavelet coefficients are preserved, and volume rendering, where the volume rendering integral is approximated using multiresolution spaces. The integration of 3-D WT image fusion in the broader framework of 3-D WT image processing and visualisation is the ultimate goal of the present study

Additional information

Rose publication type: Conference contribution Other identifier: Conf. Publ. No. 465

Event

7th International Conference on Image Processing and Its Applications

Duration1 Jul 1999 → …
CountryUnited Kingdom
CityManchester

Event: Conference

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