Compression of Multidimensional Images Using JPEG2000

JPEG2000 Part 2 supports the use of multicomponent transforms (MCTs) to decorrelate multicomponent images along the component direction. Such point transforms can be performed on arbitrary subsets of components, known as "component collections." These Part 2 extensions have been used for c...

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Bibliographic Details
Published inIEEE signal processing letters Vol. 15; pp. 393 - 396
Main Authors Lalgudi, H.G., Bilgin, A., Marcellin, M.W., Nadar, M.S.
Format Journal Article
LanguageEnglish
Published New York IEEE 2008
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Biomedical imaging
Block codes
Decorrelation
Equations
Image coding
Image reconstruction
JPEG2000
multidimensional image compression
Multidimensional systems
Remote sensing
Transform coding
Wavelet transforms
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Summary:JPEG2000 Part 2 supports the use of multicomponent transforms (MCTs) to decorrelate multicomponent images along the component direction. Such point transforms can be performed on arbitrary subsets of components, known as "component collections." These Part 2 extensions have been used for compressing 3-D images in applications such as medical imaging and remote sensing. It is widely believed that the MCT extensions are applicable only to 3-D data. In this letter, we demonstrate their use for compressing N-D datasets for any N ges 3.
ISSN:1070-9908
1558-2361
DOI:10.1109/LSP.2008.922285