A selective kernel PCA algorithm for anomaly detection in hyperspectral imagery

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2006, Pages

  Gu, Yanfeng ^a   Liu, Ying ^a   Zhang, Ye ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CORRELATION DETECTORS; OPTICAL CORRELATION; PRINCIPAL COMPONENT ANALYSIS; PROBLEM SOLVING; STATISTICAL METHODS;

HYPERSPECTRAL IMAGERY; KERNEL PRINCIPAL COMPONENT ANALYSIS (KPCA); LOCAL AVERAGE SINGULARITY (LAS); NONLINEAR PRINCIPAL COMPONENT TRANSFORMED;

IMAGE QUALITY;

EID: 33947628140     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. G.Shaw and D.Manolakis, "Signal Processing for Hyperspectral Image Exploitation," IEEE Signal Process. Mag., pp. 12-16, January 2002
2. David W.J.Stein, Scott G.Beaven, Lawrence E.Hoff et al, "Anomaly Detection from Hyperspectral Imagery," IEEE Signal Process. Mag., pp. 58-69, January 2002
3. David Landgrebe, "Hyperspectral Image Analysis," IEEE Signal Process. Mag., pp. 17-28 January 2002
4. C.-I Chang and Shao-Shan Chiang, "Anomaly Detection and Classification for Hyperspectral Imagery," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 6, pp. 1314-1325, June 2001
5. I. S. Reed and X. Yu, "Adaptive multiple-band CFAR detection of an optical pattern with unknown spectral distribution," IEEE Trans. Acoust, Speech Signal Process., vol. 38, no. 10, pp. 1760-1770, Oct. 1990
6. H.Kwon and N.M.Nasrabidi, "Kernel RX algorithm: A Nonlinear Anomaly Detector for Hyperspectral Imagery," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 2, pp. 388-397, Feb 2005
7. S.M.Schweizer and J.M.F.Moura, "Hyperspectral Imagery: Clutter Adaptation in Anomaly Detection," IEEE Trans. Information Theory, vol. 46, no. 5, pp. 1855-1871, Aug. 2000
8. B. Schökopf, A. J. Smola, and K.-R. Müller, "Kernel principal component analysis," Neural Comput., no. 10, pp. 1299-1319, 1999
9. A. Ruiz and E. Lopez-de Teruel, "Nonlinear kernel-based statistical pattern analysis," IEEE Trans. Neural Networks, vol. 12, no. 1, pp. 16-32, Jan. 2001