Principal component analysis with pre-emphasis for compression of hyperspectral imagery

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue , 2005, Pages 704-706

  Choi, Euisun ^a   Choi, Hyunsoo ^b   Lee, Chulhee ^b  

^a LS Cable   (South Korea)

^b Yonsei University   (South Korea)

Author keywords

Classification, hyperspectral imagery; Compression; Pre emphasis; Principal component analysis

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA REDUCTION; INFORMATION ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SPECTRUM ANALYZERS;

CLASSIFICATION; COMPRESSION; HYPERSPECTRAL IMAGERY; PRE EMPHASIS;

IMAGE COMPRESSION;

EID: 33745727764     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2005.1525203     Document Type: Conference Paper

References (9)

1. J. A. Saghri, A. G. Tescher, and J. T. Reagan, "Practical transform coding of multispectral imagery," IEEE Signal Processing Magazine, vol. 12, no. 1, pp. 32-43, 1995.
2. B. R. Epstein, R. Hingorani, J. M. Shapiro, and M. Czigler, "Multispectral KLT-wavelet data compression for Landsat thermatic mapper images," Proc. Data Compression Conf., Apr. 1992, pp. 200-208.
3. J. A. Saghri and A. G. Tescher, "Near-lossless bandwidth compression for radiometric data," Opt. Eng., vol. 30, pp. 934-939, July 1991.
4. J. C. Harsanyi and C. Chang, "Hyperspectral image classification and dimensionality reduction: An orthogonal subspace projection approach," IEEE Trans. Geoscience Remote Sensing, vol. 32, no. 4, July 1994, pp. 779-785
5. J. A. Richards, Remote Sensing Digital Image Analysis. Berlin, Germany: Springer-Verlag, 1993.
6. C. Lee and D. A. Landgrebe, "Feature extraction based on the decision boundaries," IEEE Trans. Pattern Anal. Machine Intell., vol. 15, no. 4, pp. 388-400, 1993.
7. G. Strang, Linear Algebra and Its Applications. Tokyo, Japan: Third Edition. Harcourt Brace Jovanovich, Inc., 1988.
8. G. Vane, R. O. Green, T. G. Chrien, H. T. Enmark, E. G. Hansen and W. M. Porter, "The airborne visible/infrared imaging spectrometer (AVIRIS), " Remote Sensing of Environment, vol. 44, pp. 127-143, 1993.
9. C. Lee and E. Choi, "Compression of hyperspectral images with enhanced discriminant features," IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, 2003.