Hyperspectral image compression using JPEG2000 and principal component analysis

IEEE Geoscience and Remote Sensing Letters

Volumn 4, Issue 2, 2007, Pages 201-205

  Du, Qian ^a,b   Fowler, James E ^a,b  

^a IEEE   (United States)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Hyperspectral data compression; JPEG2000; Principal component analysis (PCA); Wavelet transforms

Indexed keywords

HYPERSPECTRAL DATA COMPRESSION; LINEAR MODELS; WAVELET-BASED CODERS;

MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; WAVELET TRANSFORMS;

IMAGE COMPRESSION;

EID: 34247332661     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2006.888109     Document Type: Article

References (7)

1. J. E. Fowler and J. T. Rucker, "3D wavelet-based compression of hyperspectral imagery," in Hyperspectral Data Exploitation: Theory and Applications, C.-I Chang, Ed. Hoboken, NJ: Wiley, 2007.
2. J. T. Rucker, J. E. Fowler, and N. H. Younan, "JPEG2000 coding strategies for hyperspectral data," in Proc. Int. Geosci. and Remote Sens. Symp., Seoul, Korea, Jul. 2005, vol. 1, pp. 128-131.
3. B. Penna, T. Tillo, E. Magli, and G. Olmo, "Progressive 3-D coding of hyperspectral images based on JPEG2000," IEEE Geosci. Remote Sens. Lett., vol. 3, no. 1, pp. 125-129, Jan. 2006.
4. P. Kulkarni, A. Bilgin, M. W. Marcellin, J. C. Dagher, J. H. Kasner, T. J. Flohr, and J. C. Rountree, "Compression of earth science data with JPEG2000," in Hyperspectral Image Compression, G. Motta, F. Rizzo, and J. A. Storer, Eds. New York: Springer-Verlag, 2006, ch. 12, pp. 347-378.
5. M. R. Pickering and M. J. Ryan, "An architecture for the compression of hyperspectral imagery," in Hyperspectral Image Compression, G. Motta, F. Rizzo, and J. A. Storer, Eds. New York: Springer-Verlag, 2006, ch. 1, pp. 1-34.
6. D. Taubman, "High performance scalable image compression with EBCOT," IEEE Trans. Image Process., vol. 9, no. 7, pp. 1158-1170, Jul. 2000.
7. C.-I Chang and S.-S. Chiang, "Anomaly detection and classification for hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 6, pp. 1314-1325, Jun. 2002.