Detection algorithms for hyperspectral imaging applications

IEEE Signal Processing Magazine

Volumn 19, Issue 1, 2002, Pages 29-43

  Manolakis, Dimitris G ^a   Shaw, Gary ^a  

^a MIT LINCOLN LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERING; ALGORITHMS; ATMOSPHERICS; IMAGE SENSORS; MATHEMATICAL MODELS; NORMAL DISTRIBUTION; PROBABILITY DENSITY FUNCTION; REFLECTION; REMOTE SENSING; SPECTRUM ANALYSIS; STATISTICAL METHODS;

ATMOSPHERIC PROPAGATION; HYPERSPECTRAL IMAGING; HYPERSPECTRAL TARGET DETECTION ALGORITHM; MULTIVARIATE NORMAL DISTRIBUTION MODEL; STATISTICAL HYPOTHESIS TESTING TECHNIQUE; SUBPIXEL TARGET DETECTION;

PATTERN RECOGNITION;

EID: 85032751277     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/79.974724     Document Type: Article

References (37)

1. Remote geochemical analysis: Elemental and mineralogical composition
2. Application of stochastic mixing models to hyperspectral detection problems
3. Spectrally-selective target detection
4. Adaptive multiple-band CFAR detection of an optical pattern with unknown spectral distribution
5. Comparative performance analysis of adaptive multiband detectors
6. The fusion of quadratic detection statistics applied to hyperspectral imagery
7. Anomaly detection from hyperspectral imagery
8. The use of multiple measurement in taxonomic problems
9. Detection and classification of subpixel spectral signatures in hyperspectral image sequences
10. On the distribution of two random matrices used in classification
11. Derived PDF of maximum likelihood signal estimator which employs an estimated noise covariance
12. Directionally constrained or constrained energy minimization adaptive matched filter: Theory and practice
13. An adaptive detection algorithm
14. Adaptive detection in non-stationary interference, part III
15. Adaptive detection and parameter estimation for multidimensional signal models
16. The CFAR adaptive sub-space detector is a scale-invariant GLRT
17. Adaptive subspace detectors
18. Asymptotically optimum radar detection in compound-Gaussian clutter
19. Adaptive matched subspace detectors and adaptive coherence
20. A CFAR adaptive matched filter detector
21. A new CFAR detection test for radar
22. Performance of the adaptive sidelobe blanker detection algorithm in homogeneous environments
23. Matched sub-space detectors
24. Detection of low probability subpixel targets in hyperspectral image sequences with unknown backgrounds
25. Statistical analysis of the eigenvector projection method for adaptive spatial filtering of interference
26. Hyperspectral adaptive matched filter detectors: Practical performance comparison
27. Adaptive matched subspace detectors for hyperspectral imaging applications
28. Comparative analysis of hyperspectral adaptive matched filter detectors
29. Characteristic function based estimation of stable distribution parameters