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Automatic Target Recognition XI: 17-20 April 2001, Orlando, USA Book

Automatic Target Recognition XI: 17-20 April 2001, Orlando, USA
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  • Automatic Target Recognition XI: 17-20 April 2001, Orlando, USA
  • Written by author Society of Photo-Optical Instrumentation Engineers
  • Published by SPIE Press, 7/28/2001
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Authors

Efficient estimation of thermodynamic state incorporating Bayesian model order selection 2
Multispectral sensor fusion for ground-based target orientation estimation: FLIR, ladar, HRR 14
Theoretical and empirical studies of the standard Gaussian automatic target recognition algorithm 25
Impact of proper site characterization and ground truthing on test results for UXO defection 38
Performance modeling in ATR algorithm and data partitioning 47
Clutter rejection technique for FLIR imagery using region-based principal component analysis 57
Clutter rejection using eigenspace transformation 67
Portable scalable architecture for model-based FLIR ATR and SAR/FLIR fusion 79
Ground-target classification using robust active contour segmentation 90
From hyperplanes to large-margin classifiers: applications of SAR ATR 101
New cost function for backpropagation neural networks with application to SAR imagery classification 110
Automatic recognition of SAR targets using directional filter banks and higher-order neural networks 118
Comparison of fuzzy-cluster-based time-frequency signatures for automatic classification of underground minelike targets 128
Automatic detection and recognition of stationary motorized vehicles in infrared images 140
Neural-network-directed Bayes-decision rule for moving target classification 152
Automatic feature extraction using a novel noniterative neural network 164
Small-target classification in ladar images with fuzzy templates 172
L-band/P-band SAR comparison for search and rescue: recent results 182
RADARSAT-2 for search and rescue 189
Foliage problem in interferometric SAR 195
Advanced IFSAR for search and rescue 204
Detection of aircraft crash sites from space using fully polarimetric SIR-C SAR imagery for search and rescue applications 213
Montana project 221
Probability distributions of polarimetric target and clutter data for search and rescue 230
Statistical models for the classification of vehicles in MMW imagery 246
Model-based object recognition using laser radar range imagery 256
Application of Rayleigh quotients for rapid classification of rotary-wing and fixed-wing targets using high-resolution radar signatures 267
HRR ATR using VQ classification with a reject option 276
Detection and recognition of targets by using signal polarization properties 283
Image-based aircraft pose estimation using moment invariants 294
Multiresolution texture feature extraction and recognition based on translation- and scale-invariant adaptive wavelet transform 305
Third-generation autonomous target acquisition using passive 3D reconstruction and model matching 313
Wavelet CFAR detector for automatic target detection 323
Invariants of the polarization transformations 332
Foveate wavelet transform for moving target indexing 339
Human vision model for advanced autonomous seekers 346
Improving the false alarm capabilities of composite correlation filters 358
Effect of constraint phases on the clutter rejection performance of SDF filters 368
Performance of the MACH filter and DCCF algorithms in the presence of data compression 376
Ladar automatic target recognition using correlation filters 388
Eigen indexing in satellite recognition 397
Target identification using discriminative learning and feature extraction 406
Fundamental processing techniques for automatic target detection 416
Assessment of machine-assisted target detection 430
Evaluation framework for ATR algorithms 438
Three-dimensional receiver operating characteristic (ROC) trajectory concepts for the evaluation of target recognition algorithms faced with the unknown target detection problem 449
Multiaspect acoustic identification of submerged elastic targets via wave-based matching pursuits and continuous hidden Markov models 459
Estimation of overlapping spectral signatures from hyperspectral data 470
Demonstration of a MWIR high-speed nonscanning imaging spectrometer 480
U.S. Army's Center of Excellence for Spectral Sensing Technology 490
Simplex shrink-wrap algorithm 501
Hyperspectral imaging using acousto-optic tunable filters 512
Hyperspectral target detection using sequential approach 522
Discriminant eigenfeatures-based image recognition implemented on a photorefractive correlator 534
Feature selection for PCNN exemplars as applied to electronic noseanalysis and ATR 542
Automated parameter adaptation in pulse-coupled neural networks for spacially distributed sensors 549
Precise algorithm of small object coordinates estimation 555
Virtual target tracking (VTT) as applied to mobile satellite communication networks 562


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