Automatic Target Recognition VIII

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Product Details

  • ISBN-13: 9780819428202
  • Publisher: SPIE Press
  • Publication date: 9/1/1998
  • Series: Proceeding Ser., #3371
  • Pages: 600

Table of Contents

Airborne video surveillance 2
Theater ballistic missile defense: low- and high-resolution multispectral phenomena 11
VIGILANTE: system description and first experiment approach and results 25
Hierarchical classifier design for airborne SAR images of ships 38
Qualitative matching technique for handling uncertainties in laser radar data images 62
Intelligent curve tracking algorithms and implementations 74
Radar target recognition system using 3D mathematical model 83
Errors inherent in reconstruction of obscured targets for multilook imagery: I. Error analysis and simulation results 92
Model-based occluded object recognition using Petri nets 105
First look at a test statistic for dimensionality reduction 114
Neural network for exo-atmospheric target discrimination 119
Model evolution methodology for adaptive object recognition under dynamic perceptual conditions 129
Genetic algorithms for automatic algorithm and parameter selection in ATR applications 141
Radar target identification using genetic algorithms 152
Survey of fuzzy logic and neural network technology for multitarget tracking 160
Search and rescue from space 174
Polarimetric target detection techniques and results from the Goddard Space Flight Center Search and Rescue Synthetic Aperature Radar (SAR2) program 185
L-band/P-band SAR comparison for search and rescue 194
Hunt for forgotten warplanes: a unique application for the Goddard Space Flight Center Search and Rescue Synthetic Aperture Radar (SAR2) program 202
Wavenumber shift in search and rescue synthetic aperture radar 209
Subpixel object detection using hyperspectral imaging for search and rescue operations 216
SAR processing using SHARC signal processing systems 226
Real-time SAR processing for search and rescue 233
Combining focused MACE filters for target detection 242
Optimal trade-off correlation filters with controlled in-plane rotation response for target recognition 253
Important differences between distance classifier correlation filters and Fisher linear discriminant functions 263
3D target recognition using quasi-optimal visual filters 275
Image grand tour 286
Spatial scan density estimates 295
When is a feature really there: the SiZer approach 306
Ship's classification by its magnetic signature: a neuro-genetic approach 314
Deformable models for object recognition in aerial images 322
Discriminative eigen targets for automatic target recognition 334
Piece-wise quadratic classifier for multichoice decision environments 356
Morphological technique for clutter suppression in ATR 367
Minimum description length understanding of infrared scenes 375
Experimental evaluation of neural, statistical, and model-based approaches to FLIR ATR 388
Signal to cultter measurement and ATR performance 398
Performance analysis of a parallel target recognition architecture 404
Applications of an efficient algorithm for locating 3D models in 2D images 416
Target extraction using hierarchical clustering with refinement by probabilistic relaxation labeling 428
Strategy to detect ground control in digital images 436
Impact of lossy wavelet-based image compression on ATR discrimination performance 448
Canonical correlation analysis of LWIR imagery in the frequency domain 460
High dimensional data computational demand minimization 471
Construction of hybrid templates from collected and simulated data for SAR ATR algorithms 480
Errors inherent in reconstruction of obscured targets from multilook imagery: I. Background and theory 488
Multispectral active-passive sensor fusion for ground-based target orientation estimation 500
Detection of targets in low-resolution FLIR images using two-dimensional directional wavelets 510
Flexible histograms: a multiresolution target discrimination model 519
Inclusion of noise in a maximum-likelihood classifier 531
Probability densities and pulses 540
Local spectral and temporal characterizations of a wave 552
Bistatic radar cross-sections and time-frequency signatures of dielectrically coated targets illuminated by an electromagnetic pulse 560
Time-frequency signatures based on a fuzzy-cluster representation as a means for automatic classification of targets buried underground 571
Detection of static and dynamic objects in nontransparent media and opaque water 580
CDMA signal recovery using bispectral slices 589
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