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Image Registration for Remote Sensing

Details

  • 139 b/w illus. 23 colour illus. 37 tables
  • Page extent: 513 pages
  • Size: 247 x 174 mm
  • Weight: 1.16 kg

Library of Congress

  • Dewey number: 621.36/78
  • Dewey version: 22
  • LC Classification: TA1632 .I4826 2011
  • LC Subject headings:
    • Image registration
    • Image analysis
    • Remote sensing
    • Image processing--Digital techniques
    • TECHNOLOGY & ENGINEERING / Remote Sensing & Geographic Information Systems--bisacsh

Library of Congress Record

Hardback

 (ISBN-13: 9780521516112)

Image Registration for Remote Sensing
Cambridge University Press
9780521516112 - Image Registration for Remote Sensing - Edited by Jacqueline Le Moigne, Nathan S. Netanyahu and Roger D. Eastman
Index

Index

absorption 16

affine intensity relationship 58–59

affine invariant 52–53, 55–56, 226, 228

aliasing 47, 59, 93–106, 125, 279, 288

ancillary data 12, 19, 20, 379, 400, 403, 406

application-specific integrated circuit (ASIC) 42

atmospheric window 16

basis functions 47, 161, 165, 170, 175, 243

biophysical variables 24, 454

blackbody radiation 8–9

bound

Bhattacharyya 42, 277, 286

Cramér-Rao 276–288

performance 276–288

Ziv-Zakai 277, 286

Camera Geometric Model (CGM) 360–362, 364, 367, 368

Centre de Traitement d’Images VEGETATION (CTIV) 427–428, 431–435

Centre National d’Études Spatiales (CNES) 415–416, 433

change detection 4–5, 14, 18, 61–62, 64–65, 276

climate change 4, 11

cloud 10, 16, 85, 341, 346, 347, 388, 413, 416, 419, 432

cloud-free 5, 45, 296, 301, 363, 375, 386, 411, 428

cover 10, 16, 180, 183, 347, 450

detection/filtering 386, 458–462

height 85, 341, 355, 357, 359, 374–379

mask 43, 47, 56, 65, 84–85, 250, 347, 365, 366, 376, 377

Colorado Center for Astrodynamics Research (CCAR) 391

computational geometry 50, 51, 181

condition measure 203, 204, 205–206, 210, 225

condition theory 200–211

contour 54–55, 171, 202, 215–237, 257, 345

convex hull 52, 154

convolution theorem 79, 81–82

correction

atmospheric 27

attitude 341, 367, 383, 384, 388, 394, 395–398

gamma 43, 59

GPS differential 25

navigation/orbit 14, 45, 341, 367

precision 14, 62, 293, 295, 406, 408, 411

radiometric 43, 59

Sun angle 446, 448–450, 452, 453

systematic 12, 14, 45, 295

correlation 133

autocorrelation 115

binary 50

circular 81, 82, 83, 84, 87

coefficient 26, 41, 45, 46, 58, 80–81, 84, 267, 386, 408, 421, 432

cross-correlation (CC) 218, 251, 265–267, 274, 295, 298, 346–347, 363, 384, 386, 444, 445

edge 50, 56

entropy correlation coefficient 137

fast 79–110, 298

maximum cross-correlation (MCC) 383–391, 398

normalized 44, 63, 79, 86, 87, 89, 109, 110, 331–334, 411–412, 418

normalized cross-correlation 267, 346, 444

one-dimensional 219

phase 79, 94–109

ratio 43, 49, 64, 266, 267

theorem 85

wavelet 247–251

correspondence-less matching 39

data format

Earth Observing System (EOS) data level 12, 20, 295

GOES VARiable (GVAR) data format 341, 344

High Rate Information Transmission (HRIT) 343

High Resolution Picture Transmission (HRPT) 341, 458, 462, 467

JPEG-2000 241

Limited Area Coverage/High Resolution Picture Transmission (LAC/HRPT) 458, 462

deforestation 11, 16, 427

Digital Elevation Model (DEM) 45, 53, 63, 355, 356, 359, 360, 364, 374, 415–417, 420, 423

Dirac δ-function 120, 122

Dirichlet function 94, 96

Distributed Active Archive Center (DAAC) 19, 355, 357, 360, 379

Dynamic Line Spread Function (DLSF) 440, 444

Earth Observing System (EOS) 4, 19, 294

See also data format, Earth Observing System (EOS) data level

entropy

conditional 133

joint 133, 137

Jumarie 135

mutual information

See under similarity measure, mutual information

Shannon 133–134

ephemeris 12, 20, 294, 362, 365, 404–406, 408, 438, 453

error

attribute 26

interpolation 48, 91, 138–139, 341

localization 24–25, 29, 30

mean squared (MSE) 277, 281, 285–286, 288

misregistration 5, 37, 62

registration 25, 88, 162, 164, 230, 277, 288, 325, 330, 344, 392

residual 63, 88, 201, 202, 343, 347, 386, 400, 404, 406, 423, 430, 448, 454

root mean squared (RMSE) 54, 55, 56, 63, 259, 281, 284, 306–308, 448, 451, 452

European Organization for the Exploitation of Meteorological Satellites 339, 395

feature

consensus 222, 223

extraction 8, 50, 64, 145, 180, 182, 215, 225

feature-based 14, 39–40, 43, 47, 49, 181, 196, 202, 215, 217, 277, 355, 356, 364

invariant region descriptors 26, 54, 55

matching

See registration, feature matching

point matching

See registration, feature-point matching

robust feature matching

See registration, robust feature matching

scale-invariant feature transform (SIFT) 53, 225

space 39, 55, 240

See also interest operator, wavelets

field of view (FOV) 10, 20, 233, 358, 359, 383, 398, 408, 427, 440

field-programmable gate array (FPGA) 42, 476

filter

high-pass 240, 243–244, 246–248, 296–297

Kalman 347, 366, 454

low-pass 95, 240, 243, 244, 246–248, 251, 257, 261, 296, 298

matched 112–128

phase-only matched 112, 119, 128

symmetric phase-only matched filtering (SPOMF) 46

See also window filter

Fisher information matrix (FIM) 279–287

Fourier

Fast Fourier Transformation (FFT) 46, 83

Fourier–Mellin transform 46, 112–113, 122, 123–128

pseudo-polar Fourier transform 46

rotation theorem 101

scale theorem 101

shift theorem 46, 47

transform 46–47, 57, 82–83, 85, 87, 93, 95, 97, 98–102, 104–106, 114–116, 120, 121–123, 125–127, 241–242, 334

translation theorem 101

Gabor transform 242

Gaussian pyramid 144, 407, 412

Gaussian random variable 24, 278

GeoCover project 407, 452

Geographic Information System (GIS) 5, 37

geolocation accuracy 14, 31, 63, 383, 407, 437, 438, 447, 448, 452, 454, 456–457, 458, 465, 466, 468, 471

geolocation error 25, 30, 31, 33

geometric

accuracy 62, 428, 433, 435

calibration 54, 62, 355, 357, 361, 365, 368, 412, 426, 428, 434–436

registration 400, 404, 431

transformation

See transformation, geometric

warping 244–245, 252, 259, 294, 300–301

Georectified Radiance Product (GRP) 358–359

Global Area Coverage (GAC) 458, 460, 462, 466–467

Global Land Survey (GLS) 2000 406–407

Global Positioning System (GPS) 14, 15, 24–25, 40, 92, 299, 340, 404, 468

Global Positioning System (GPS) kinematic check lines 63

Global Self-consistent Hierarchical High-resolution Shoreline (GSHHS) 344, 351, 462

Goddard Space Flight Center (GSFC) 457, 458, 464, 466

Graphics Processing Unit (GPU) 42

ground control point

See under point, ground control

ground station 36, 401, 404, 425, 476

ground truth 24, 61, 63, 146, 189, 192, 251, 296, 299, 300–329, 369

gyroscopic stiffness 342

histogram binning 132, 135–138

High Resolution in the Visible and Infra-Red (HRVIR) 426–427

High Resolution Visible (HRV) 427–429

Hough transform 52, 55

ice 357, 366, 372–373, 458, 459

image chips 42, 44, 45, 52, 56, 88–92, 301–305, 331, 345, 362, 406, 408, 426–436

image motion compensation (IMC) 341, 352

image navigation 342–345, 347, 383, 384–398

image registration

See registration

information theory 35, 38, 48, 64, 131, 132, 133, 135, 266, 268

instantaneous field of view (IFOV) 20, 272, 358, 359, 440

instrument

across-track scanning 12, 19, 409

Advanced Microwave Scanning Radiometer (AMSR-E) 448

Advanced Microwave Sounding Unit (AMSU) 344

Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) 44, 377

Advanced Very High Resolution Radiometer (AVHRR) 3, 28, 41, 55, 250, 341, 383–398

Airborne Topographic Mapper (ATM) 372

along-track scanning 12, 19, 21, 370, 376–377, 402, 408, 409, 429, 439, 440, 470

charge-coupled device (CCD) 427

Coastal Zone Color Scanner (CZCS) 457

Enhanced Thematic Mapper (ETM) 17, 273, 401, 441

Enhanced Thematic Mapper Plus (ETM+) 45, 251, 301, 306, 315–321, 331–333, 401–406, 407–412, 437

functional Magnetic Resonance Imaging (fMRI) 132

High Resolution Stereoscopic (HRS) 44, 45, 415–416, 427

Hyperion 336

hyperspectral 11, 20, 35, 132, 336, 475

Inverse Synthetic Aperture Radar (ISAR) 49

Thematic Mapper (TM) 44, 49, 53, 240, 250, 251, 301, 362, 401, 405, 411, 437, 441–444

Microwave Humidity Sounder (MHS) 344

Moderate Resolution Imaging Spectroradiometer (MODIS) 3, 5, 11, 19, 25–32, 41, 44, 45, 49, 294, 306–317, 362

Multi-angle Imaging SpectroRadiometer (MISR) 3, 19, 44, 355–379

Multi Spectral Scanner (MSS) 53

Multispectral Thermal Imager (MTI) 48

Panchromatic (PAN) instrument 11, 45, 49, 62, 401, 412

POLarization and Directionality of the Earth Reflectance (POLDER 2) 436

pushbroom scanners 12, 19, 21, 355, 356, 357

See also instrument, along-track scanning

Special Sensor Microwave Imager/Sounder (SSMIS) 63

synthetic-aperture radar (SAR) 46, 49, 50, 51, 53, 54, 56, 132, 218, 222, 230

Variable Interference Filter Imaging Spectrometer (VIFIS) 63

VEGETATION 3, 44, 45, 426–436

whiskbroom scanner 19, 22, 401, 411, 438

interest operator 52, 53

corner detector 200–201, 211

Förstner and Gülch 52, 54

Harris 52–53, 54, 58, 202, 206, 224–225

Harris-affine 52

Kanade–Lucas–Tomasi (KLT) feature tracker 233

Laplacian-of-Gaussian (LOG) 53, 55

point detector 202

Shi–Tomasi corner function 167–170, 200–211

Shi–Tomasi–Kanade feature tracker 206

target-defined ground operator (TDGO) 53

See also feature

interpolation 59–60

artifacts 49, 60, 137–138

bicubic 60, 272, 279, 281

bilinear 60, 272, 346, 366

cross-correlation 346

downsampled 246, 271, 299, 331–333

generalized partial volume joint histogram estimation (GPVE) 139

modified Shepard 157–158, 170

nearest neighbor 28, 49, 59, 138, 183, 186–187, 188, 297, 325–329, 463

partial volume (PVI) 49, 133, 138–139, 141, 269, 411

trilinear 138, 139

island reference catalog 456, 457–458, 462, 463, 470

isotropic Gaussian kernel 224

joint histogram 48, 131, 133, 135–139, 269

k-means clustering 136

kd-tree 186, 187, 188

Kullback–Leibler distance 134

L1-norm 41

L2-norm 41, 42, 268, 271, 272, 298–299, 309, 334

landmark 5, 15, 49, 154, 286, 301, 342, 344, 347–352, 389

Landsat Data Continuity Mission (LDCM) 4

Landsat Worldwide Reference System (WRS-2) 401

least median of squares (LMS) estimator 226

least-squares regression 59, 469

Lie-algebraic group 230

line spread function (LSF) 20, 440

linear regression 59

local minima 42, 192, 267, 271

local regions 40, 42, 43, 47

log-polar 98, 100, 123–125

See also polar-log

M-estimators 43, 59

Magnetic Resonance Imaging (MRI) 132, 268

maximally stable extremal regions (MSER) 53

maximum likelihood estimate 220, 228

Mellin transform 46, 112–113, 121–128

meteorological 339–341, 342–344, 352, 395

Monte Carlo algorithm 25, 50, 51, 281

multiresolution 18, 48, 131, 132, 133, 141, 144–146, 240, 271

multisensor 4, 135, 145, 217, 221, 240, 241, 266, 272, 293–336

multispectral imaging 21, 401

multitemporal 4, 16, 138, 293–336, 401–402, 406, 407

mutual information (MI)

See under similarity measure, mutual information

National Ice Center (NIC) 373

National Oceanic and Atmospheric Administration (NOAA) 392–398

National Oceanic and Atmospheric Administration National Environmental Satellite, Data, and Information Service (NOAA/NESDIS) 392–394

navigation model 14, 15, 294, 295

normal flow 209

Normalized Difference Vegetation Index (NDVI) 5, 31, 32, 62

Normalized Difference Angular Index (NDAI) 372

normalized mutual information measure 136, 137

normalized radiance 459–460

normalized standard deviation 49, 64

Nyquist rate 94–96, 288

observation footprint 30

occlusions 37, 43, 84, 85

ocean 19, 25, 55, 383–384, 391, 395, 431, 457, 458, 467

Ocean Biology Processing Group (OBPG) 457

Ocean Discipline Processing System (ODPS) 466

optical flow 201, 206, 208–211, 268

orbit

geostationary 9, 10, 339, 341

Geostationary orbit (GEO) 20–21, 339–340, 341, 344, 352

geosynchronous 9, 20

Low-Earth orbit (LEO) 21, 339–341, 344, 352

Medium-Earth orbit (MEO) 21, 340

Molniya 339–340

polar 9, 19, 21, 340

Sun-synchronous 9, 21, 339, 340, 401

orthoimage 45, 49, 56

orthorectification 56, 58, 62–63, 355, 356, 359, 407, 415–425

outliers 45, 49, 51, 65, 179, 182, 192, 202, 215, 225, 226–227, 313, 418

panchromatic 11, 45, 62, 401, 412

parallax errors 361

parallel processing 42

phantom target 61

point

control (CP) 6, 19, 44–45, 49, 63, 154–155, 156–164, 172, 176, 299, 344, 346, 407–408, 411, 413, 438–454

fiducial 15, 61

ground control (GCP) 15, 19, 40, 49, 52, 53, 55, 56, 62, 286, 355, 362, 363, 367, 383–384, 389, 400, 405–408, 420–424, 426–436, 441, 447, 450, 454

reference 6, 383, 389

tie- 6, 49, 50, 51, 56, 364–366, 411, 412, 417, 418, 419, 421–423, 429–430

point spread function (PSF) 21, 24, 25, 28, 30, 31, 45, 252, 259, 300–301, 439–440, 443

polar-log mapping 123

See also log-polar

Positron Emission Tomography (PET) 132, 268

power spectrum 95, 112, 114

projection parameters (PP) 361, 363–365, 367

radial basis function 57, 156, 158, 161, 164, 166, 175

radiant exitance 8

radiometric

calibration 4

data 24

differences 17, 43, 265, 268, 271, 308

normalization 59

resolution 10, 17, 21

transformation 38–39, 43, 53, 58–59, 253, 261, 265

variations 218, 221, 259, 300–301, 334

Rayleigh (molecular) scattering 459

Reference Orbit Imagery (ROI) 360, 361, 363–369

Reference3DTM 415–423

Reflecting Layer Reference Altitude (RLRA) 374, 375, 377–378

region-based 54

region of convergence 259, 261, 310, 335

region of divergence 335

registration

alignment-based algorithms 51, 181

area-based 39–40, 43, 49, 54, 131, 132, 217, 265–266, 355, 356, 363, 364

cross-band 44, 47, 48, 51, 53, 54, 476

dual bootstrap iterative closest point (ICP) 53

feature matching 18, 131, 200, 217, 225, 228, 295, 296, 297–299, 314, 334, 364, 407

feature-point matching 49–50

georegistration 8, 202, 339, 341, 352, 383–398

iterative closest point (ICP) algorithm 53

line matching 54

manual 6, 40, 52, 54, 56, 62, 63, 296, 299, 305, 317, 384, 385

medical 221, 297

multimodal 5, 37, 132, 145

robust feature matching 297–298, 314, 334

semi-manual 35

template 5, 41, 154, 266, 268, 269, 346, 384

temporal 5, 45

viewpoint 5

registration software

Atelier Numérique D’ORthoREctification (ANDORRE) 45, 415, 416, 424

AutoLandmark system 55

Automatic Image Navigation (AUTONAV) 384–398

Automatic Registration of Remote-Sensing Images (ARRSI) 51

European Organization for the Exploitation of Meteorological Satellites

Advanced ATOVS Processing Package (EUMETSAT AAPP) 395

Geomatica 40

GEOREF 54

GOES Landmark Analysis System (GLAS) 344

ITT ENVI 40–51

Landsat Image Assessment System (IAS) 43, 58, 217, 404, 405, 408, 409

Toolbox for Automated Registration and Analysis (TARA) 335–336

Traitements Avances de Rectification d’Image et Fusion Automatique (TARIFA) 45, 49, 416, 424

reliability 6, 37, 61, 137, 209, 210, 241, 294, 464, 476

Remote-Sensing Satellite Ground Station (RSGS) 424

Replacement Product Monitor (RPM) 344

resampling 6–8, 58–59, 138, 172–175, 295, 299, 343, 352, 367, 408, 415, 417, 420, 424

road 40, 52, 55, 233

sampling theorem 94–95, 248

satellites

ADvanced Earth Observing Satellite 2 (ADEOS-2) 436

Aqua (EOS PM-1) 437–438, 446–453

Defense Meteorological Satellite Program (DMSP) 339

European Remote Sensing 2 (ERS-2) 49, 64

Geostationary Operational Environmental Satellite (GOES) 10, 19, 55, 339, 341–345, 350–351

IKONOS 48, 54, 62, 189, 272, 294, 306, 315–333

Indian Remote Sensing (IRS) 11, 49

Landsat 3, 11, 14, 16, 17, 29, 32, 44–45, 49, 50, 51, 53, 54, 55, 56, 62, 143, 217, 240, 250, 251, 273, 281, 294, 298, 301–306, 314–324, 341, 362, 400–413, 437–452

Lunar Reconnaissance Orbiter (LRO) 475

METEOSAT 3, 19, 339, 343, 344

MetOP 339

Multi-functional Transport Satellites (MTSAT) 343

National Polar-orbiting Operational Environmental Satellite System (NPOESS) 339, 454

Nimbus 457

PLEIADES-High Resolution (HR) 425

Polar Operational Environmental Satellite (POES) 339, 341, 344

POLARIS 344

Polarization and Anisotropy of Reflectances for Atmospheric Sciences (PARASOL) 436

QuickBird 57

Satellite Pour l’Observation de la Terre (SPOT) 3, 9, 11, 19, 44, 45, 47, 49, 54, 56, 64, 217, 341, 415–425, 426–433

Terra (EOS-AM1) 44, 45, 355, 356, 363, 437, 438, 441, 446–453

Tracking and Data Relay Satellite System (TDRSS) 404

scale space 52, 109, 225

scattergrams 59

scattering 16, 372, 459

Schatten 1b-norm 206

Schwarz inequality 114

search algorithm

A* 54

bi-tree 50, 51

bounded alignment 51, 182, 185–186

branch-and-bound 50, 51, 179, 180, 182, 183, 185, 189, 297

Brent's method 141, 267, 270

brute-force 41, 42, 46

dynamic programming 56

exhaustive 133, 249–251, 260, 262, 266, 274, 281, 296, 316

genetic 267

gradient descent 42, 43, 255, 261, 265, 266–268, 269, 271, 298

gradient-based optimization 48, 133

Levenberg–Marquardt 90, 139, 141, 253, 265, 269, 270, 272, 297, 298, 334, 365

Maximum Likelihood Estimation SAmple Consensus (MLESAC) 228

Newton–Raphson's iterative procedure 269–271

Powell's numeric optimization 48, 133, 139, 267

RANdom SAmple Consensus (RANSAC) 51, 54, 202, 216, 226–228, 233

sequential similarity detection algorithm (SSDA) 41, 50

simplex method 133, 139–141, 267

simulated annealing 267

simultaneous perturbation stochastic approximation (SPSA) 141–142, 270, 308–326, 335

Spall 141, 142, 265, 299

stochastic numeric optimization 35, 48, 141, 269, 297, 298

search space 39, 42, 109, 139, 141, 146, 180, 226, 228, 245, 281

search strategy 39, 64, 139, 180, 240, 244, 249, 250, 251, 253, 260, 267

Sea-viewing Wide Field-of-view Sensor (Sea WiFS) 3, 49, 55, 294, 306, 315, 317, 456, 457–471

semantic 49, 52, 54, 56

sensor

See instrument

sensor detectivity 10

Shuttle Radar Topography Mission (SRTM) 407, 441

signal-to-noise ratio (SNR) 10–11, 46, 110, 112, 113, 119, 285, 300, 342

similarity measure 38, 41–54, 64, 131–145, 244, 265–274, 281, 298

absolute difference of intensities 41, 58, 181

consensus function 222

discrete Gaussian mismatch 179, 181, 183–185, 187, 189, 192–197

Hausdorff distance 50–51, 179, 181–183, 297–299, 334

implicit similarity 43, 58, 217, 346, 405, 408, 409

Jensen–Rènyi divergence 49, 135

Kolmogorov measure 45, 49, 64

mean squared differences (MSD) 281–284

maximization of mutual information (MMI) 134

mutual information (MI) 43, 47–49, 63–64, 131–146, 221, 266–274, 281, 284, 297, 299, 309, 333–334, 411

objective function 42, 133, 138, 141, 142, 181, 192, 201, 203, 204, 205, 245

partial Hausdorff distance (PHD) 181, 183, 184–197

point matching objective functions 201

similarity metric 39, 131, 132, 137, 138, 240, 266, 295–298, 345, 347

sum of absolute differences (SAD) 41, 58

sum of squared differences (SSD) 41, 186, 266, 267–269, 271–274

Woods measure 43, 58, 64

See also correlation

sinc function 60

singular value decomposition (SVD) 232, 272

Sobel operator 55, 346

Space Oblique Mercator map projection grid 358, 363, 366

space triangulation 427, 428, 429, 434–436

spatial resolution 9–11, 17, 20, 21, 24–25, 138, 188, 241, 293, 306, 316, 341, 355, 356, 374

spectral

bands 11, 16, 44, 47, 58, 179, 182, 189, 192, 193, 197, 324, 342, 343, 346, 357, 372, 411–412, 419, 427, 434, 437

bandwidth 10, 12

magnitude 115, 116, 122, 123, 125

phase 113, 115–125

radiance 10

resolution 10–12, 17, 20, 21, 293, 300, 301

spline

B-splines 55, 57, 136, 139, 144, 245, 269

cubic 136, 138, 245, 367

curves 364

interpolation 60

Non-Uniform Rational B-Splines (NURBS) 55

pyramid 144, 298–335

super-curves 55

surface 153, 161, 164–175

thin-plate 57, 139

wavelets

See wavelets, spline

SpotImage and the French National Geographic Institute (IGN) Reference3D™ 415

star tracking 344, 352

statistical relationship 38, 47, 58, 135

Stefan–Boltzman law 8

stochastic approximation 141, 142

stochastic gradient 48, 141, 142, 269, 270, 297, 298, 334

subpixel accuracy/precision 14–15, 37, 42–47, 50, 51, 54, 56, 58, 62, 93, 109, 133, 137, 139, 251, 259, 261, 265, 295, 299, 329, 375, 376, 454

swath 28, 30, 32, 393, 401, 402, 409, 427, 439, 443

synthetic data/image 15, 18, 98, 240, 251, 252, 259, 293

template matching

See template registration

template registration 40, 154, 172, 267, 268, 346, 384

temporal

frequency 24

resolution 21

temporal

See registration, temporal

terrain relief 17, 44, 53, 359, 362, 366, 377, 400, 403, 405, 406, 408, 409, 412, 416, 417, 427, 438, 441, 447, 449, 451

See also Digital Elevation Model

topography/relief 17, 57, 124, 355, 356, 361, 365, 406, 407, 441

transfer function 24–25, 112–125

transformation

affine 42, 53, 56, 57, 137, 144, 180, 200, 201, 203, 205, 207, 216, 217, 219–221, 231–236, 276, 277, 285, 287, 296, 297, 314

geometric 38–39, 40, 42, 46, 51, 53, 54, 56–57, 113, 137, 216, 219, 236, 244–245, 266

homography 42, 57, 216, 236, 237

multiquadric 57, 153, 161

nonrigid 36, 54, 57, 285, 357

piecewise-cubic 57, 154

piecewise-linear 57, 154

polynomial 40, 54–58

projective 57, 236, 237

rigid 57, 110, 137, 141, 244, 276, 277, 283, 287, 296, 297

rotation-scale-translation (RST) 42, 57, 88, 90, 141, 180–184, 200–211, 244, 252, 295, 300

translation 41–44, 46, 48, 56, 57, 87–94, 98–99, 101–103, 112–128, 201, 203, 205, 207, 229, 231–236, 242–261, 276, 277, 280, 284, 295–297, 314–324, 345

Troposphere 22, 374

United States Geological Survey Center for Earth Resources Observation and Science (USGS EROS) 22, 362, 400, 401, 409

USGS Digital Orthophoto Quadrangle (DOQ) data 406, 409

validation 25

algorithm 26–27, 29, 32, 39, 62–65, 420–422, 434–435

hold-out (HOV) 63

leave-one-out cross- (LOOCV) 63

MODIS 294, 306, 336, 437–454, 457

Orbital (OV) 344

product 26–33, 369

round-robin registration 324, 325–329

self-consistency 261, 334, 347

wavelength 8, 10, 11, 14, 16, 21, 217, 372, 459

dominant 8

infrared band 9, 11, 55, 339, 342, 401, 427

microwave spectrum 9

near-infrared band 30, 306, 331, 372, 401, 427, 458

short-wave infrared (SWIR) 401, 412, 427

thermal infrared spectral band 9, 11, 14, 389, 401

visible spectral band 9, 11–14, 36, 342, 344, 347, 372, 401, 458

wavelets

Daubechies 47, 145, 242–244, 247–248, 251, 253, 295, 297

decomposition 141, 144, 180, 240–262, 271

features 47, 50, 296–299, 308, 310–315, 334

finite Walsh 47

Gabor 47, 242, 245

Haar 47, 242, 247

Mallat 243, 247, 248

orthogonal 240, 241–244, 247, 248, 251, 261, 296

pyramid 48, 144–146, 245

shift-invariant 245

Simoncelli 47, 144, 145, 241–261, 297, 298–299, 317, 334

spline 144, 240, 245, 247, 251, 255, 261, 298

Thévenaz-Unser spline 247

weighted linear function 153–154, 162–165, 170–172, 175

weighted mean function 57, 155–158, 164

Wien's displacement law 8

wind height 355, 357, 359, 361, 376–377

window filter

Blackman 97, 100, 103

Blackman-Harris 97, 103

Gaussian 136

Hanning 127

Parzen 135–136, 139, 141, 269

World Geodetic System of 1984 (WGS84) Earth-fixed coordinates 302, 359, 403, 420

X-SAR 51

zenith angle 28, 378, 459




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