322
186-189,192,197,241,242,257-260,
263,266,271,272,279,295,303
- spectral 2,3,20,24,28,33,39,80,279
- temporal l3, 22, 27, 79
resolution merge 293
RGB image 81
s
segmented PCA (SPCA) 224,225,
227-230,232-234
sequential minimal optimization (SMO)
153
shortwave infrared (SWIR) l3-16, 19,20,
23-26,34
Shortwave Infrared Airborne
Spectrographic Sensor (SASI) 18-20
Short Wavelength Infrared Full Spectrum
Imager (SFSI) 18
Shuttle Multi-spectral Infrared Radiometer
(SMIRR) 14
signal-to-noise ratio (SNR) 14,22,23,36,
82,290
simulated annealing (SA) 160, 167, 168,
170-175,262,264,265,281,285,289
Sobel edge operator 65
spectral calibration 3
Spectral Image Processing System (SIPS)
30
spectral mixture analysis (SMA) 35,36,
39
spectral reflectance 4,21,27,33-36,38,
7l,74
spectral response 2,7,74,75,79,226,227,
229
spectral sampling interval 220
spectral screening 60
spectral signature 14,21,25,29,33,34,
37,38,40,82,218
SPOT 12, l3, 26, 39
statistical learning theory 5, l33-l35,
145,154,237
structural risk minimization (SRM) l34,
l37, l38, 142, 143
sub-Gaussian HI, 112, 120
sub-pixel classification 75,257,258,263,
265,268,270
sub-pixel mapping (SPM) 259-265,
267-270,272,275,276
Index
successive over-relaxation (SOR) method
153
super-Gaussian Ill, 112, 120
supervised classification 7,67,68, 7l,
l35,200,
support vector machine (SVM) 4-7,
133-135, 138, 139, 142, 143, 146-154,
237-241,243,245,247-254
Synthetic Aperture Radar (SAR) 94,105,
188-190,192,195,196
T
Thematic Mapper (TM) l3, 92,181,191,
192,195,238
thermal infrared (TIR) 14,20,24-26
u
Undercomplete ICA-FE algorithm
(UlCA-FE) 200,203,208-211,214,215
Universal Transverse Mercator (UTM)
181,187,241,242
unsupervised classification 6,7,69, l31,
200,214,215,217,218,220,225,234
user's accuracy (UA) 76-78
v
Variable Interference Filter Imaging
Spectrometer (VIFlS) 18
VC-dimension l37, l38, 142, 143, 145
Vdata 52
Vegetation Mapping 30,36,37
Vgroup 52
Visible and Infrared Thermal Imaging
Spectrometer (VIRTIS-H) 24
visible and NIR (VNIR) l3-16, 19,23,26,
28,34
visiting scheme 170, 17l, 177,264
voxel 89
w
water band index (WBI) 36
186-189,192,197,241,242,257-260,
263,266,271,272,279,295,303
- spectral 2,3,20,24,28,33,39,80,279
- temporal l3, 22, 27, 79
resolution merge 293
RGB image 81
s
segmented PCA (SPCA) 224,225,
227-230,232-234
sequential minimal optimization (SMO)
153
shortwave infrared (SWIR) l3-16, 19,20,
23-26,34
Shortwave Infrared Airborne
Spectrographic Sensor (SASI) 18-20
Short Wavelength Infrared Full Spectrum
Imager (SFSI) 18
Shuttle Multi-spectral Infrared Radiometer
(SMIRR) 14
signal-to-noise ratio (SNR) 14,22,23,36,
82,290
simulated annealing (SA) 160, 167, 168,
170-175,262,264,265,281,285,289
Sobel edge operator 65
spectral calibration 3
Spectral Image Processing System (SIPS)
30
spectral mixture analysis (SMA) 35,36,
39
spectral reflectance 4,21,27,33-36,38,
7l,74
spectral response 2,7,74,75,79,226,227,
229
spectral sampling interval 220
spectral screening 60
spectral signature 14,21,25,29,33,34,
37,38,40,82,218
SPOT 12, l3, 26, 39
statistical learning theory 5, l33-l35,
145,154,237
structural risk minimization (SRM) l34,
l37, l38, 142, 143
sub-Gaussian HI, 112, 120
sub-pixel classification 75,257,258,263,
265,268,270
sub-pixel mapping (SPM) 259-265,
267-270,272,275,276
Index
successive over-relaxation (SOR) method
153
super-Gaussian Ill, 112, 120
supervised classification 7,67,68, 7l,
l35,200,
support vector machine (SVM) 4-7,
133-135, 138, 139, 142, 143, 146-154,
237-241,243,245,247-254
Synthetic Aperture Radar (SAR) 94,105,
188-190,192,195,196
T
Thematic Mapper (TM) l3, 92,181,191,
192,195,238
thermal infrared (TIR) 14,20,24-26
u
Undercomplete ICA-FE algorithm
(UlCA-FE) 200,203,208-211,214,215
Universal Transverse Mercator (UTM)
181,187,241,242
unsupervised classification 6,7,69, l31,
200,214,215,217,218,220,225,234
user's accuracy (UA) 76-78
v
Variable Interference Filter Imaging
Spectrometer (VIFlS) 18
VC-dimension l37, l38, 142, 143, 145
Vdata 52
Vegetation Mapping 30,36,37
Vgroup 52
Visible and Infrared Thermal Imaging
Spectrometer (VIRTIS-H) 24
visible and NIR (VNIR) l3-16, 19,23,26,
28,34
visiting scheme 170, 17l, 177,264
voxel 89
w
water band index (WBI) 36