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Bhanu B., Pavlidis I. — Computer Vision Beyond the Visible Spectrum
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Название: Computer Vision Beyond the Visible SpectrumАвторы: Bhanu B., Pavlidis I. Аннотация: Recently, there has been a dramatic increase in the use of sensors in the non-visible bands. As a result, there is a need for existing computer vision methods and algorithms to be adapted for use with non-visible sensors, or for the development of completely new methods and systems. Computer Vision Beyond the Visible Spectrum is the first book to bring together state-of-the-art work in this area. It presents new & pioneering research across the electromagnetic spectrum in the military, commercial, and medical domains. By providing a detailed examination of each of these areas, it focuses on the development of state-of-the-art algorithms and looks at how they can be used to solve existing & new challenges within computer vision. Essential reading for academics & industrial researchers working in the area of computer vision, image processing, and medical imaging, it will also be useful background reading for advanced undergraduate & postgraduate students.
Язык: Рубрика: Технология /Статус предметного указателя: Готов указатель с номерами страниц ed2k: ed2k stats Год издания: 2004Количество страниц: 326Добавлена в каталог: 11.12.2007Операции: Положить на полку |
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177 95 96 3D AAM segmentation 215 3D scanning systems 244 3D segmentation 214 4D analysis 215 AAM two-dimensional 205 Absorbance 295 Absorption 173 Absorption coefficient 291 Absorption coefficient, linear 279 ACE 187 Acoustic tracking 247 Acquisition 218 Active contour 254 Adaptive target classification 125 Adaptive thresholding 262 Admissibility condition 287 Affinity 225 Algorithm, 6D recognition 50 Algorithm, crimmins 41 Algorithm, flood-fill 259 Algorithm, k-means 290 Algorithm, model construction 47 53 Algorithm, MTI object detection 142 Algorithm, SAR recognition 48 Algorithm, similarity-computation 16 Algorithm, two-class classification 116 Ambiguity function 288 Angiography 201 Angiography, magnetic resonance 215—227 Angiography, x-ray 216 218 Apex slice 206 Arteries and veins separation 217 Arteriovenous separation 221 Artery, femoral 221 Artery, iliac 216 221 Artery—vein separation 218 226 Articulated arms 247 Articulation 59 82 Atherosclerotic plaque, assessment 229 Atherosclerotic plaque, lesions 228 Atmospheric transmission 78 Attenuation 293 Automatic target recognition 115 Azimuth invariance 42 Azimuthal variance 61 Background projection matrix 126 Background subtraction 144 Barycentric coordinates 208 Basal cell carcinoma 296 Basis vectors 122 Bayesian statistical inference 90 Beer-Lambert law 291 Best view 147 Bifurcation detection 216 Binary mask generation 222 Binning 89 Black-blood imaging 197 Blackbody 172 Boltzmann’s constant 172 Border detection 230 Brachytherapy radioactive seeds 256 Brachytherapy seed segmentation 261 Bright-blood imaging 198 Calibration 171 172 Cardiac function 198 Cardiac gating 228 Cardiac imaging 193 Cardiac magnetic resonance 203 Cardiac segmentation 204 Cardiac ventricles 206 Cardiovascular, image analysis 193 Cardiovascular, MRI 196 Centering matrix 95 Centroid 104 CFAR 116 Cholesky decomposition 95 Cine MRI 199 Clustering 156 252 282 289 Clutter 1 2 7 9 Clutter region 9 CND 149 Coherent detection system 274 Combined distortion 9 Complex conjugate 284 Compression 141 154 289 Computer—aided design 80 Concave weight function 58 Conditional pdf 20 conflict resolution 221 224 Confusion matrix 57 Connection cost 220 Consistency region 8 Contour deformation 256 Contour editing 256 Convex weight function 59 Coordinate system, cylindrical 209 Coordinate system, polar 72 Coordinate system, rectilinear 72 Coordinate system, reference 47 Core 216 217 219 Coronary angiograms 216 Coronary arteries 216 Coronary artery 203 Covariance matrix 126 covariants 102 Cross-correlation 288 CTA 216 Cube view approach 249 Data distortion models 6 8 DDC 254 Deformable ellipsoid model 254 Deformable model 205 Dentine 295 Detection sensors, coherent 74 Detection sensors, direct 74 Diffraction imaging 273 Dilation, bounded space 222 Distance metric 149 Distortion group, real 25 Distortion group, synthetic 24 Distribution, binomial 13 Distribution, hypergeometric 20 Distribution, plank 168 Distribution, probability 4 19 Distribution, spectral 168 Dosimetric analysis 261 Double inversion recovery 228 DPCM 156 Dynamic programming 3D 221 Echo time 197 Echocardiographic 249 Echocardiography 243 Edge, detection 253 Edge, enhancement and selection 253 Edge, linking 253 Edge-selection algorithm 252 Effective clutter region 9 Effective size 14 Eigenfaces 184 Eigenspace classification 148 Eigenvalues 124 149 Eigenvectors 117 124 149 Elastic deformation 253 Electromagnetic reflectance 116 Electromagnetic spectrum 167 Electronic stabilization 143 Emissivity 168 173 181 Empirical performance estimation 2 Enamel 295 Entropy rate 159 Equal-error-rate 186 Equinox database 170 Error function 210 Euclidean distance 149 Euclidean norm 127 Evidence accrual 90 Face recognition 167 Fast 3D GRE 202 Fast spin echo imaging 228 Feature vectors 294 features 83 Fidelity 82 First bounce 76 Fisherfaces 184 FLIR 116 Flow-based imaging 201 Focus of expansion 148 Fourier coefficients 283 Fourier decomposition 279 Fourier methods, global 283 Fourier methods, local 283 Fourier transform, spectroscopy 272 Frequency space decomposition 280 FSE see spin-echo imaging FTIR spectroscopy 282 Full generalized form 98 fundamental frequency 283 Fuzzy connectivity 225 Gadolinium contrast 200 Gas identification 278 Gaussian random noise 119 Generalized Cylinders 84 Genetic algorithms 90 Geometric hashing 48 88 Gradient descent optimization 210 Gradient matrix 211 GRE 198 Haar transform 159 Hanging togetherness 225 HARP 200 Helmert submatrix 95 High-level processes 282 High-pass filter 159 Hilbert—Schmidt estimator 5 Histogram, all-similarity 8 16 Histogram, model collision 54 Histogram, peak-similarity 8 16 Histopathological samples 296 Hough transform 89 HYDICE 115 Hyperspace 108 Hyperspectral cube 130 Hyperspectral imaging 115 118 Hyperspectral sensor 127 ICA-based feature extraction 122 IFOV 80 Illumination invariance 175 Incoherent detection 272 Independent component analysis 115 117 120 Indexing 108 Infrared imaging 167 Initialization ellipsoid 255 Insignificant coefficients 157 Intensity projection 251 Intensity ratio 220 Interclass variance 149 Interventional procedures 242 Intraclass variance 149 Invariance 92 Invariant function 102 Inversion recovery 197 Iterative refinement 211 Kalman filter 215 Kirchoff’s law 173 Knowledge-based segmentation 221 Kullback—Leibler divergence 177 Ladar 3D 72 Ladar sensors 74 Ladar, flash see 3D ladar Ladar, FPA 75 Ladar, projecton, orthographic 75 Ladar, projecton, perspective 75 Laser 71 Laser radars 71 Last bounce 76 Learning process 90 Likelihood-ratio test 4 Linear discriminant analysis 184 Linear distance 220 Linear interpolation 182 Linear motion 244 Lipschitz signatures 147 Local feature analysis 184 Look-up table 47 272 Low-pass filter 159 LWIR 168 Magnetic field tracking 247 Magnetic resonance 228 Magnetic resonance, angiography 215 Magnitude invariance 45 Manual planimetry 252 Markov model 159 Markov random fields 7 Matched filter 86 Matching, image-based 85 Matching, model-based, alignment-based 87 Matching, model-based, voting-based 87 Matching, pixel—level 86 Maximum intensity projection 217 Mean curvature 217 Mean spectral curve 130 Mean squared prediction error 156 Mechanical assemblies 244 Medial axis transform 217 Medialness 217 219 Melanoma 296 Memory 163 Mixed-pixel see Subpixel Model objects 1 Model set 24 Model similarity 52 Monostatic system 75 Morphometrics see statistical shape analysis Mother function 286 MPR 250 MR wall imaging 229 MRA 215 MRI 194 204 MSTAR 3 24 41 MTI 142 Multiple-look-angle SAR 62 Multiresolution 155 Multivariate linear regression 211 MWIR 168 Myocardial perfusion 200 Myocardial tagging 200 Navigator gating 196 Needle insertion point 258 Needle segmentation 256 Needle segmentation, 2D 259 Needle segmentation, 3D 259 Needle vector 260 Negative evidence 90 Negative gain 84 NIST 171 Nongaussian 121 Nuclear magnetic resonance 194 NURBS 84
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