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"
}