Faculty of Information Technology, BUT

Publication Details

On Selected Methods for Hyperspectral Data Compression

ŠIMEK Václav. On Selected Methods for Hyperspectral Data Compression. In: Proceedings of the 13th Conference STUDENT EEICT 2007 Volume 4. Brno: Brno University of Technology, 2007, pp. 462-466. ISBN 978-80-214-3410-3.
Czech title
Vybrané metody komprese hyperspektrálních dat
Type
conference paper
Language
english
Authors
Šimek Václav, Ing. (DCSY FIT BUT)
Keywords
hyperspectral data, compression, KLT, DWT, 3D-SPITH, spectral unmixing, FPGA
Abstract
The aim of this paper is to introduce the problem inherently associated with hyperspectral data compression and to outline a path towards a feasible hardware implementation. First of all, the conception of hyperspectral data is clarified together with some background technical details. Thereafter, brief review of broadly recognized methods for the data compression is given. These initials steps will enable the definition of an appropriate compression framework, which takes into account the specific nature of hyperspectral data. Recently published methods aptly illustrate the whole conception. Finally, the eventuality of a hardware implementation together with a perspective of future development is considered.
Published
2007
Pages
462-466
Proceedings
Proceedings of the 13th Conference STUDENT EEICT 2007 Volume 4
Conference
Student EEICT 2007, Brno, CZ
ISBN
978-80-214-3410-3
Publisher
Brno University of Technology
Place
Brno, CZ
BibTeX
@INPROCEEDINGS{FITPUB8373,
   author = "V\'{a}clav \v{S}imek",
   title = "On Selected Methods for Hyperspectral Data Compression",
   pages = "462--466",
   booktitle = "Proceedings of the 13th Conference STUDENT EEICT 2007 Volume 4",
   year = 2007,
   location = "Brno, CZ",
   publisher = "Brno University of Technology",
   ISBN = "978-80-214-3410-3",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8373"
}
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