Multiple-detector fusion for anomaly detection in multispectral imagery based on maximum entropy and nonparametric estimation

International Conference on Signal Processing Proceedings, ICSP

Volumn 3, Issue , 2006, Pages

  Di, Wei ^a   Pan, Quan ^a   Zhao, Yong Qiang ^a   He, Lin ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

Anomaly detector; Fusion; Kernel density estimation (KDE); Maximum entropy (ME); Multispectral imagery

Indexed keywords

ALGORITHMS; BANDWIDTH; PROBABILITY DENSITY FUNCTION;

ANOMALY DETECTOR; KERNEL DENSITY ESTIMATION (KDE); MAXIMUM ENTROPY (ME); MULTIPLE-DETECTOR FUSION (MDF) ALGORITHM;

IMAGE SENSORS;

EID: 34249319471     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2006.345778     Document Type: Conference Paper

References (9)

1. David W.J. Stein, Scott G. Beaven, Lawrecce E. Hoff, Edwin M. Winter, Alan P. Schaum, and Alan D. Stocker, Anomaly Detection from Hyperspectral Imagery, IEEE Signal Processing Magazine, pp.58-69, January 2002.
2. Dimitris Manolakis, Detection Algorithms for Hyperspectral Imaging Applications: A Signal Processing Perspective, IEEE, 2004.pp.378-384
3. HE Lin, PAN Quan, ZHAO Yongqing, DI Wei. An Automatic Target Detection Algorithm for Hyperspectral Imagery Based on Feature-level Fusion. SPIE Proceedings of Conference on MIPPR. Vol.6043, 2006: 164-169
4. I.S. Reed, Xiao Yu, Adaptive multiple-band CFAR detection of an optical pattern with unknown spectral distribution, IEEE Trans. On Acoustics, Speech, and Signal Processing 38, pp.1760-1770, 1990.
5. C.I. Chang, Anomaly detection and classification for hyperspectral imagery, IEEE Trans. On Geoscience and Remote Sensing, 40, No.6, 1314-1325, 2002.
6. David Casasent, Anqi Ye, Detection Filters and Algorithm Fusion for ATR, IEEE Transactions on Image Prodessing, Vol. 6, No. 1, 1997.
7. D. Manolakis, M.Rossacci, J. Cipar, R.Lockwood, T.Cooley and J.Jacobson, Statistical Characterization of Natural Hyperspectral Backgrounds Using t-Elliptically Contoured Distributions, Algorithms and Technologies for multispectral, Hyperspectral, and Ultraspectral Imagery XI, Proceedings of SPIE Vol.5806, 2005.
8. B. W. Silverman, Density Estimation for statistics and Data Analysis, New York Chapman and Hall, 1986.
9. Michiel J.W.Jansen, Maximum entropy distributions with prescribed marginals and normal score correlations, in Distributions with Given Marginals and Moment Problems, V.Benes and J.Stepan, Eds. New York: Kluwe, 1997,pp.87-92.