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Publication detail
ŠIMEK, V.
Original Title
On Selected Methods for Hyperspectral Data Compression
Type
conference paper
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
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" }