Compression of hyperspectral images: A comparative study

Author

Parlak, C. ; Bilgin, Gokhan

fYear

2014

fDate

23-25 April 2014

Firstpage

200

Lastpage

203

Abstract

In this study, theoretical and practical aspects of hyperspectral image compression is handled and SPIHT, SPIHT 3D, STW, ASWDR, EZW, DCT, JPEG, MP3, M4A methods are presented comparatively. Results are provided for the entire cube instead of some certain part of the full cube, contrary to the most of the work in this field. For this purpose, entire hyperspectral cube which consists of 200 bands was divided into 50 parts, each of them containing 4 successive bands of the cube and coded as 24bit true color bitmap. For MP3 and M4A, the entire cube is transformed into a one dimensional Wave file. Results are presented as the average of the sum of PSNR, CR, MSE, BPP of these 50 bitmaps.

Keywords

data compression; discrete cosine transforms; hyperspectral imaging; image coding; ASWDR methods; DCT methods; EZW methods; JPEG methods; M4A methods; MP3 methods; SPIHT 3D methods; STW methods; hyperspectral cube; hyperspectral image compression; one dimensional wave file; true color bitmap; Conferences; Digital audio players; Discrete cosine transforms; Hyperspectral imaging; Image coding; PSNR; AVIRIS; Hyperspectral images; compression; image cube;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal Processing and Communications Applications Conference (SIU), 2014 22nd

Conference_Location

Trabzon

Type

conf

DOI

10.1109/SIU.2014.6830200

Filename

6830200