Publication detail

On Selected Methods for Hyperspectral Data Compression

ŠIMEK, V.

Original Title

On Selected Methods for Hyperspectral Data Compression

Type

article in a collection out of WoS and Scopus

Language

English

Original 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.

Keywords

hyperspectral data, compression, KLT, DWT, 3D-SPITH, spectral unmixing, FPGA

Authors

ŠIMEK, V.

RIV year

2007

Released

15. 5. 2007

Publisher

Brno University of Technology

Location

Brno

ISBN

978-80-214-3410-3

Book

Proceedings of the 13th Conference STUDENT EEICT 2007 Volume 4

Pages from

462

Pages to

466

Pages count

5

BibTex

@inproceedings{BUT26054,
  author="Václav {Šimek}",
  title="On Selected Methods for Hyperspectral Data Compression",
  booktitle="Proceedings of the 13th Conference STUDENT EEICT 2007 Volume 4",
  year="2007",
  pages="462--466",
  publisher="Brno University of Technology",
  address="Brno",
  isbn="978-80-214-3410-3"
}