Real-Time Recursive Hyperspectral Sample and Band Processing: Algorithm Architecture and Implementation

Front Matter....Pages i-xxiii
Introduction....Pages 1-28
Front Matter....Pages 29-29
Simplex Volume Calculation....Pages 31-47
Discrete-Time Kalman Filtering for Hyperspectral Processing....Pages 49-71
Target-Specified Virtual Dimensionality for Hyperspectral Imagery....Pages 73-119
Front Matter....Pages 121-121
Real-Time Recursive Hyperspectral Sample Processing for Active Target Detection: Constrained Energy Minimization....Pages 123-156
Real-Time Recursive Hyperspectral Sample Processing for Passive Target Detection: Anomaly Detection....Pages 157-205
Front Matter....Pages 207-208
Recursive Hyperspectral Sample Processing of Automatic Target Generation Process....Pages 209-226
Recursive Hyperspectral Sample Processing of Orthogonal Subspace Projection....Pages 227-259
Recursive Hyperspectral Sample Processing of Linear Spectral Mixture Analysis....Pages 261-287
Recursive Hyperspectral Sample Processing of Maximum Likelihood Estimation....Pages 289-317
Recursive Hyperspectral Sample Processing of Orthogonal Projection-Based Simplex Growing Algorithm....Pages 319-356
Recursive Hyperspectral Sample Processing of Geometric Simplex Growing Algorithm....Pages 357-396
Front Matter....Pages 397-398
Recursive Hyperspectral Band Processing for Active Target Detection: Constrained Energy Minimization....Pages 399-420
Recursive Hyperspectral Band Processing for Passive Target Detection: Anomaly Detection....Pages 421-447
Front Matter....Pages 449-450
Recursive Hyperspectral Band Processing of Automatic Target Generation Process....Pages 451-481
Recursive Hyperspectral Band Processing of Orthogonal Subspace Projection....Pages 483-503
Recursive Hyperspectral Band Processing of Linear Spectral Mixture Analysis....Pages 505-527
Recursive Hyperspectral Band Processing of Growing Simplex Volume Analysis....Pages 529-542
Recursive Hyperspectral Band Processing of Iterative Pixel Purity Index....Pages 543-594
Recursive Band Processing of Fast Iterative Pixel Purity Index....Pages 595-625
Front Matter....Pages 449-450
Conclusions....Pages 627-651
Back Matter....Pages 653-690