Index
multi-class classification 148, 150, 152,
154,240,243
multi-sensor fusion 80
multi-sensor registration 182, 184,
188-190, 192, 197
Multispectral Infrared and Visible
Spectrometer (MIVIS) 18,38
multi-spectral scanning systems (MSS)
11-13, 22, 242
multi-temporal registration 6, 182, 183,
190,197
multivariate data analysis 5, 109
mutual information (MI) 4, 5, 56, 89, 90,
92,93,99,102,103,107,113,115-117,
120,124,184,185,189,192,200,207,
212-214
N
NASA 2,14,17,19,23,52
near infrared (NIR) 11,13,28,34,266,
299
nearest neighbor interpolation 56, 133,
134, 189, 190, 197
neural network 7,35,37,72-75,80,81,
134,135,190,237,238,257,258
non-linear support vector machines 146
non-parametric classification 71
norm 140,154,205
normalized difference water band index
(NDWBI) 36
normalizing constant 163,260,265,284,
321
p
pairwise classification 149, 150, 243, 245
panchromatic (PAN) 13, 94, 105,
188-190,192,196,242,266,299,301
parametric classifier 67, 71
partial volume interpolation (PVI)
94-96,99-103,188-190,193,195-197
path radiance 53
penalty value 144,146,239,240,249,254
platykurtic 111,218
point operations 57,58,290
primal problem 140
principal component analysis (PCA) 5, 6,
81,113-115,119,124-127,129,131,
199-204,208-210,214,215,217,219,
224,225,227-231,234,262,271,299,303
probability density function (PDF) 59,
60,67,68,110,111,115,118,119-122,
160,164-166,174,176,204,218,219,234,
259,262,283
producer's accuracy (PA) 76, 78
Project for On-Board Autonomy (PROBA)
24,26
projection pursuit (PP) 224, 225, 229,
230,234
Q
quadratic programming (QP) 140,
152-154,241
quantization 13,22,51
Quickbird 13, 22, 52
294
R
o
one against the rest 149,150,152,240,243
Operative Modular Airborne Imaging
Spectrometer (OMIS) 18
optimization 6-7,89,90,93,103, 104,
107,113,116,119,135,140-142,
144-147, 152-154, 161, 167, 175, 176,
182,184-187,189,197,245,247,252,258,
262,264,269,287,289,294,297,306
orthogonal subspace projection (OSP)
224,225,227-230,232-234
overall accuracy (OA) 76-78
radial basis function (RBF) 238, 239, 252,
253
RBF neural network 238
random field 161,162, 164, 165
red edge inflection point (RElP) 34
Reflective Optics System Imaging
Spectrometer (ROSIS) 18
registration consistency 6, 183, 184, 188,
190, 194-197
relative entropy 90
resolution
- radiometric 14, 22
- spatial 3,6,12, 13,20,21,23-27,29,31,
34,37,39,74,80,81,127,182,184,
multi-class classification 148, 150, 152,
154,240,243
multi-sensor fusion 80
multi-sensor registration 182, 184,
188-190, 192, 197
Multispectral Infrared and Visible
Spectrometer (MIVIS) 18,38
multi-spectral scanning systems (MSS)
11-13, 22, 242
multi-temporal registration 6, 182, 183,
190,197
multivariate data analysis 5, 109
mutual information (MI) 4, 5, 56, 89, 90,
92,93,99,102,103,107,113,115-117,
120,124,184,185,189,192,200,207,
212-214
N
NASA 2,14,17,19,23,52
near infrared (NIR) 11,13,28,34,266,
299
nearest neighbor interpolation 56, 133,
134, 189, 190, 197
neural network 7,35,37,72-75,80,81,
134,135,190,237,238,257,258
non-linear support vector machines 146
non-parametric classification 71
norm 140,154,205
normalized difference water band index
(NDWBI) 36
normalizing constant 163,260,265,284,
321
p
pairwise classification 149, 150, 243, 245
panchromatic (PAN) 13, 94, 105,
188-190,192,196,242,266,299,301
parametric classifier 67, 71
partial volume interpolation (PVI)
94-96,99-103,188-190,193,195-197
path radiance 53
penalty value 144,146,239,240,249,254
platykurtic 111,218
point operations 57,58,290
primal problem 140
principal component analysis (PCA) 5, 6,
81,113-115,119,124-127,129,131,
199-204,208-210,214,215,217,219,
224,225,227-231,234,262,271,299,303
probability density function (PDF) 59,
60,67,68,110,111,115,118,119-122,
160,164-166,174,176,204,218,219,234,
259,262,283
producer's accuracy (PA) 76, 78
Project for On-Board Autonomy (PROBA)
24,26
projection pursuit (PP) 224, 225, 229,
230,234
Q
quadratic programming (QP) 140,
152-154,241
quantization 13,22,51
Quickbird 13, 22, 52
294
R
o
one against the rest 149,150,152,240,243
Operative Modular Airborne Imaging
Spectrometer (OMIS) 18
optimization 6-7,89,90,93,103, 104,
107,113,116,119,135,140-142,
144-147, 152-154, 161, 167, 175, 176,
182,184-187,189,197,245,247,252,258,
262,264,269,287,289,294,297,306
orthogonal subspace projection (OSP)
224,225,227-230,232-234
overall accuracy (OA) 76-78
radial basis function (RBF) 238, 239, 252,
253
RBF neural network 238
random field 161,162, 164, 165
red edge inflection point (RElP) 34
Reflective Optics System Imaging
Spectrometer (ROSIS) 18
registration consistency 6, 183, 184, 188,
190, 194-197
relative entropy 90
resolution
- radiometric 14, 22
- spatial 3,6,12, 13,20,21,23-27,29,31,
34,37,39,74,80,81,127,182,184,