A wavelet-based PCA reduction for hyperspectral imagery

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 5, Issue , 2002, Pages 2581-2583

  Kaewpijit, Sinthop ^a   Le Moigne, Jacqueline ^a   El Ghazawi, Tarek ^a  

^a George Mason University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; INFRARED SPECTROMETERS; LOW PASS FILTERS; PRINCIPAL COMPONENT ANALYSIS; REMOTE SENSING; WAVELET TRANSFORMS;

AIRBORNE VISIBLE INFRARED IMAGING SPECTROMETER; DIMENSION REDUCTION TECHNIQUE; HYPERSPECTRAL IMAGERY; SIGNAL DECOMPOSITION; WAVELET DECOMPOSITION TECHNIQUE;

IMAGE ANALYSIS;

EID: 0036399004     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. J. A. Richards, Remote Sensing Digital Image Analysis : An introduction, Spring-Verlag, Berlin, Heidelberg, 1986.
2. D. Landgrebe, "Multispectral Data Analysis: A Signal Theory Perspective," School of Electrical & Computer Engineering, Purdue University, West Lafayette, 1998.
3. S. G. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Pattern Anal. and Machine Intell., vol. 11, no. 7, pp 674-693.
4. S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi. "Spectral Data Reduction via Wavelet Decomposition," Proc. of SPIE, Wavelet Application IX, April 2002.
5. Research System Inc., ENVI User's Guide, 1999.