Evaluation of JP3D for lossy and lossless compression of hyperspectral imagery

Author

Zhang, Jing ; Fowler, James E. ; Younan, Nicolas H. ; Liu, Guizhong

Author_Institution

Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China

Volume

4

fYear

2009

fDate

12-17 July 2009

Abstract

The performance of the recent JPEG2000 Part 10 standard, known as JP3D, is evaluated for the lossy and lossless compression of hyperspectral imagery. Experimental results using a Karhunen-LoeÂ¿ve transform (KLT) for spectral decorrelation and a 2D wavelet transform for spatial decorrelation compare the performance of JP3D against 2D JPEG2000 as specified by Part 2 of the standard. JP3D is used with both the 2D arithmetic-coding contexts as specified in the JP3D standard as well as non-standard experimental 3D contexts. Results reveal that, while for lossless coding, JP3D very slightly surpasses the performance of JPEG2000 Part 2, for lossy coding, JP3D fails to match the rate-distortion performance of the 2D Part-2 coder.

Keywords

Karhunen-Loeve transforms; decorrelation; geophysical image processing; geophysical techniques; image coding; 2D JPEG2000; 2D arithmetic-coding; 2D wavelet transform; JP3D evaluation; Karhunen-Loeeve transform; hyperspectral compression; hyperspectral imagery; lossless compression; lossy compression; non-standard lossless coding; rate-distortion performance; spatial decorrelation; spectral decorrelation; Decorrelation; Discrete transforms; Discrete wavelet transforms; Hyperspectral imaging; Image coding; Karhunen-Loeve transforms; Performance loss; Rate-distortion; Transform coding; Wavelet transforms; JP3D; JPEG2000; hyperspectral compression;

fLanguage

English

Publisher

ieee

Conference_Titel

Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009

Conference_Location

Cape Town

Print_ISBN

978-1-4244-3394-0

Electronic_ISBN

978-1-4244-3395-7

Type

conf

DOI

10.1109/IGARSS.2009.5417416

Filename

5417416