How to effectively utilize information to design hyperspectral target detection and classification algorithms

2003 IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data

Volumn , Issue , 2004, Pages 364-373

  Chang, Chein I ^a  

^a Baltimore County   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA HANDLING; RADAR TARGET RECOGNITION; REMOTE SENSING; SPECTROSCOPY;

DESIGN AND DEVELOPMENT; HYPER-SPECTRAL IMAGERIES; HYPERSPECTRAL TARGET DETECTION; IMAGE ANALYSIS ALGORITHMS; POSTERIORI; PRIORI INFORMATION; SPECTRAL INFORMATION; TARGET DETECTION AND CLASSIFICATIONS;

CLASSIFICATION (OF INFORMATION);

EID: 77950609366     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WARSD.2003.1295216     Document Type: Conference Paper

References (8)

1. J. C. Harsanyi and C.-I Chang, "Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach," IEEE Trans. on Geoscience and Remote Sensing, vol. 32, pp. 779-785, July 1994.
2. C.-I Chang, H. Ren and S.S. Chiang, "Real-time processing algorithms for target detection and classification in hyperspectral imagery," IEEE Trans. on Geoscience and Remote Sensing, vol. 39, no. 4, pp. 760-768, April 2001.
3. J. C. Harsanyi, Detection and Classification of Subpixel Spectral Signatures in Hyperspectral Image Sequences, Department of Electrical Engineering, University of Maryland Baltimore County, Baltimore, MD, August 1993.
4. H. Ren and C.-I Chang, "Target-constrained interference-minimized approach to subpixel target detection for hyperspectral imagery," Optical Engineering, vol. 39, no. 12, pp. 3138-3145, December 2000.
5. I.S. Reed and X. Yu, "Adaptive multiple-band CFAR detection of an optical pattern with unknown spectral distribution," IEEE Trans. on Acoustic, Speech and Signal Process., vol. 38, no. 10, pp. 1760-1770, Oct. 1990.
6. C.-I Chang and S.-S. Chiang, "Anomaly detection and classification for hyperspectral imagery," IEEE Trans. on Geoscience and Remote Sensing, vol. 40, no. 6, pp. 1314-1325, June 2002.
7. C.-I Chang, Hyperspectral Imaging: Techniques for Spectral Detection and Classification, Kluwer Academic/Plenum Publishers, 2003.
8. C.-I Chang, X. Zhao, M.L.G. Althouse and J.-J. Pan, "Least squares subspace projection approach to mixed pixel classification in hyperspectral images," IEEE Trans on Geosci. and Remote Sensing, vol. 36, pp. 898-912, 1998.