The fully adaptive GMRF anomaly detector for hyperspectral imagery

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

Volumn 1, Issue , 2000, Pages 37-40

  Thornton, Susan M ^a   Moura, José M F ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; COMPUTATION THEORY; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); MARKOV PROCESSES; MAXIMUM LIKELIHOOD; SIGNAL PROCESSING; SPECTROSCOPY; ADAPTIVE ALGORITHMS; BOUNDARY CONDITIONS; CLUTTER (INFORMATION THEORY); COMPUTATIONAL METHODS; IMAGE PROCESSING; LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD ESTIMATION;

COMPUTATIONAL REQUIREMENTS; COMPUTATIONALLY EFFICIENT; DETECTION PERFORMANCE; EFFICIENT IMPLEMENTATION; GAUSS MARKOV RANDOM FIELDS; HYPER-SPECTRAL IMAGERIES; HYPERSPECTRAL SENSORS; MAXIMUM LIKELIHOOD DETECTORS;

REMOTE SENSING; INFRARED IMAGING;

GAUSS-MARKOV RANDOM FIELD; HYPERSPECTRAL IMAGERY; MINIMUM MEAN SQUARE ERROR;

EID: 0033707071     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.861855     Document Type: Conference Paper

References (6)

1. Xialo Yu, Lawrence E. Hoff, Irving S. Reed, An Mei Chen, and Larry B. Stotts, "Automatic target detection and recognition in multiband imagery: A unified ML detection and estimation approach, " IEEE Transactions on Image Processing, vol. 6, no. 1, pp. 143-156, January 1997.
2. J.W. Woods, "Two-dimensional discrete Markovian fields, " IEEE transaction on Information Theory, vol. 18, no. 2, pp. 232-240, 1972.
3. Jose M.F. Moura and Nikhil Balram, "Recursive structure of noncausal Gauss-Markov random fields, " IEEE Dansactzons on Information Theory, vol. 38, no. 2, pp. 334-354, March 1992.
4. Anil K. Jain, Fundamentals of Digital Image Processing, Prentice Hall, 1989, Chapter 2:Two Dimensional Systems and Mathematical Preliminaries.
5. S.M. Schweizer and Jose M.F. Moura, "GMRF modeling for detection in hyperspectral imagery: Parameter estimation, " July 1999, 32 page manuscript submitted for publication.
6. Susan M. Schweizer and Jose M.F. Moura, "Modeling and detection in hyperspectral imagery, " ICASSP, May 1998.