False alarm mitigation techniques for hyperspectral target detection

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8743, Issue , 2013, Pages

  Pieper, M L ^a   Manolakis, D ^a   Truslow, E ^a   Cooley, T ^b   Brueggeman, M ^b  

^a MIT LINCOLN LABORATORY   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

Adaptive cosine estimator; False alarm mitigation; Hyperspectral imaging; Linear mixing model; Matched filter; Object detection

Indexed keywords

ADAPTIVE COSINE ESTIMATOR; FALSE ALARMS; HYPERSPECTRAL IMAGING; LINEAR MIXING MODELS; OBJECT DETECTION;

ALGORITHMS; ERRORS; MATCHED FILTERS; OBJECT RECOGNITION; SPECTROSCOPY;

ALARM SYSTEMS;

EID: 84881192881     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2015906     Document Type: Conference Paper

References (9)

1. Shaw, G.and Manolakis, D., "Signal processing for hyperspectral image exploitation, " Signal Processing Magazine, IEEE 19(1), 12-16 (Jan).
2. Manolakis, D., Marden, D., and Shaw, G., "Hyperspectral image processing for automatic target detection applications, " Lincoln Laboratory Journal 14 NO 1, 79-116 (2003).
3. Keshava, N.and Mustard, J., "Spectral unmixing, " Signal Processing Magazine, IEEE 19, 44 -57 (January 2002).
4. Griffin, M.and Burke, H., "Compensation of hyperspectral data for atmospheric effects, " Lincoln Laboratory Journal 14 NO 1, 29-45 (2003).
5. Pieper, M., Manolakis, D., Truslow, E., Cooley, T., and Lipson, S., "Performance evaluation of cluster- based hyperspectral target detection algorithms, " in [Image Processing (ICIP), 2012 19th IEEE International Conference on], 2669-2672 (30 2012-Oct.3).
6. Johnson, R.A.and Wichern, D.W., [Applied Multivariate Statistical Analysis], Prentice Hall, New Jersey (1998).
7. Scharf, L.and McWhorter, L., "Adaptive matched subspace detectors and adaptive coherence estimators, " in [Signals, Systems and Computers, 1996.Conference Record of the Thirtieth Asilomar Conference on], 1114-1117 vol.2 (Nov.).
8. DiPietro, R.S., Manolakis, D.G., Lockwood, R.B., Cooley, T., and Jacobson, J., "Hyperspectral matched filter with false-alarm mitigation, " Optical Engineering 51(1), 016202-1-016202-7 (2012).
9. Truslow, E., Manolakis, D., Pieper, M., Cooley, T., and, B.M., "Hyperspectral performance prediction of the adaptive cosine estimator, " in [ICASSP], Proc.IEEE (2013).