24-bit color,1,0
2-D image correlation,1,4
3-D illusion,1,8
addnoise function,2,12
aerial images, track moving objects,1,20
affine transformations using warping,1,24
and function,1,28
animation feature,1,32
arg function,1,36
array, locating elements within,1,40
art, instant,1,44
augment function,2,48
augment3 function,1,56
band-pass filtering,1,60
bibliography,1,64
bilinear warpng,1,68
binarization,1,72
binarize function,2,76
binarize_auto function,2,84
binarize2 function,2,92
binarized image,1,100
binary image,1,104
biorthogonal Laplacian pyramid,1,108
biorthogonal wavelet,1,112
bitmapped type,1,116
blend function,2,120
blending and masking,1,128
Boolean operations,1,132
brain, segmentation of the,1,136
Buet-Adelson Laplacian Pyramid,1,140
canny edge detector,1,144
canny function,2,148
Canny's algorithm,1,156
CCD image, correcting a,1,160
center function,1,164
centering a transformed image,1,168
centsmooth function,2,172
chroma channels,1,180
chrominance,1,184
clip function,3,188
close function,1,200
cnvxhull function,1,204
colgrad function,2,208
color image viewing,1,216
color images, manipulating,1,220
color in images, manipulating,1,224
color interpretation,1,228
color maps, creating,1,232
compgrad function,2,236
concomp function,1,244
connected component labeling,1,248
converter, analog-to-digital,1,252
convex hull,1,256
convol2d function,2,260
convolution,1,268
convolution and filtering,1,272
convolution edge finder,1,276
convolution edge finders,1,280
convolve3 function,2,284
convolve5 function,2,292
convolved matrix,1,300
correl2d function,2,304
correlated matrix,1,312
cpf, cumulative probablility functions,1,316
cpf, detector,1,320
cpf, reference,1,324
crisping,2,328
cumulative probablility functions (cpf),1,336
cylinder - image distortion,1,340
dark frame,1,344
Davis, Gene,1,348
dct2d function,1,352
deblurring via transforms,1,356
deconvolution,1,360
deconvolution routines,1,364
diacrisp function,2,368
difedge function,2,376
differential edge finders,1,384
dilate function,2,388
dilate4 function,2,396
dilate8 function,2,404
discrete cosine transform,1,412
display drivers,1,416
display, image,1,420
distform function,1,424
Donoho, D.,1,428
downsampling,1,432
edge finders,1,436
edge finders, comparison,1,440
edge finders, convolution,1,444
equalization,1,448
equalize function,2,452
equalizing an image,1,460
erode function,2,464
erode4 function,2,472
erode8 function,2,480
erosion and dilation,1,488
error and noise measurement,1,492
Euclidian Distance Transform,1,496
extract function,2,500
fading in and out,1,508
feature extraction,1,512
FFT algorithm,1,516
filtering noise,1,520
flat-field frame,1,524
flipping images,1,528
floor function,1,532
formants,1,536
Fourier transform,1,540
Fourier transform domain,1,544
Fourier transform domain, filtering in the,1,548
Fourier transformed image,1,552
FRAME values,1,556
freichen function,3,560
funcdeconv function,2,572
funconv function,3,580
function and level Mapping,1,592
function definitions and syntax,1,596
funmap function,1,600
gaussconv function,1,604
gaussdeconv function,2,608
Gaussian kernel,2,616
Gaussian kernel filtering,1,624
Gaussian noise,1,628
geometric transforms,1,632
getnoise function,2,636
Gonzalez,1,644
gray_close function,2,648
gray_dilate function,2,656
gray_erode function,1,664
gray_open function,2,668
gray_to_rgb,1,676
gray_to_rgb function,2,680
grayscale and color in images,1,688
grayscale dilation,1,692
grayscale erosion,1,696
grayscale image viewing,1,700
grayscale morphology,1,704
Hamming window,1,708
Hausdorff distance,1,712
hex-cone,1,716
hist function,1,720
hist2d  function,2,724
histogram,1,732
histogram equalization,1,736
histogram matching, destriping by,1,740
histogram, gray-level,1,744
histograms, 1- and 2-D,1,748
HLS color systems,1,752
HLS images, 2-D,1,756
HLS/HSV images, viewing,1,760
hls_to_rgb function,3,764
holes, machine vision,1,776
homomorphic filtering,1,780
Horn, B. K. P.,1,784
horzflip function,1,788
HSV color systems,1,792
hsv stripes and plaids,1,796
hsv_to_rgb function,3,800
Hu,1,812
hysteresis thresholding,2,816
idct2d function,1,824
image activation,1,828
image distortions,1,832
image enhancement,2,836
image filtering,1,844
image inversion,1,848
image manipulation,1,852
image matrix,1,856
image processing comands,1,860
image processing, introduction,1,864
image restoration,1,868
image scaling,1,872
image segmentation,2,876
image warping,1,884
image, holes and convex features,1,888
image, replacing part of,1,892
images, combinations of,1,896
images, grayscale and color in,1,900
images, index of sample,1,904
images, reduce additive random noise in,1,908
imaging a speech spectrogram,1,912
imhist function,2,916
imhist2 function,2,924
immse function,3,932
imquant function,2,944
imquant2 function,2,952
imsnr function,2,960
inverse wavelet transform,1,968
Inversion,Thresholding and,1,972
invert function,2,976
invert2 function,2,984
italic type,1,992
iwave2d function,2,996
j-level wavelet,1,1004
Johnstone, I.,1,1008
kernel,3,1012
kirsch edge detector,1,1024
kirsch function,2,1028
Lambert's Law,1,1036
laplace24 function,2,1040
laplace4 function,1,1048
laplace8 function,2,1052
Laplacian (differential) edge finders,2,1060
Lena image,1,1068
level Mapping, function and,1,1072
levelmap function,2,1076
linterp function,1,1084
low-pass filtering,1,1088
luma,1,1092
luminance,1,1096
machine grading of potatoes,1,1100
machine quality control of corn,1,1104
machine vision,2,1108
manipulating color in images,1,1116
mapping image intensities,1,1120
mask function,2,1124
matconv function,2,1132
matdeconv function,2,1140
Mathcad constructs,1,1148
matrices, packed, tools for,1,1152
matrix statistics,1,1156
matrix-vector conversions,1,1160
medfilt function,2,1164
median and quantile filtering,1,1172
median filtering,1,1176
memory requirements,1,1180
moment invariant function,1,1184
moment invariants,1,1188
morphological filtering,1,1192
morphological opening and closing,1,1196
morphological processing,1,1200
MRI image,1,1204
multisensor scanners,1,1208
noise measurement, error and,1,1212
noise removal,1,1216
noise, addition and measurement,1,1220
noise, exponentially distributed random,1,1224
noise, Gaussian distributed random,1,1228
noise, normally distributed random,1,1232
OCR code book,1,1236
open function,1,1240
optical character recognition,2,1244
or function,2,1252
orthocrisp function,1,1260
orthocrisp5 function,2,1264
orthosmooth function,2,1272
orthosmooth5 function,2,1280
peak signal-to-noise ratio,1,1288
picture region,1,1292
picture toolbar,1,1296
piecewise linear remapping,1,1300
pixelation,1,1304
Poisson distributed random deviates,1,1308
power functions,1,1312
prewitt function,3,1316
prn files,1,1328
pseudocolor enhancement,1,1332
putregion function,1,1336
quantfilt function,2,1340
quantization,1,1348
random noise generation,1,1352
ray tracing and mapping,1,1356
ray tracing, demo,1,1360
READ_IMAGE function,1,1364
reading and writing images,1,1368
READRAW function,2,1372
READRGB function,2,1380
reg_grow function,1,1388
region growing,2,1392
relerror function,1,1400
remap image intensities,1,1404
removing scanner stripes,1,1408
replace function,2,1412
resolution,1,1420
resources,1,1424
rgb and hls/hsv, converting between,1,1428
rgb color fields,1,1432
rgb_to_gray function,1,1436
rgb_to_hls function,3,1440
rgb_to_hsv function,3,1452
rgb_to_ycbcr function,1,1464
rgb_to_yiq function,1,1468
right constant, ray tracing,1,1472
ripples - image distortion,1,1476
rnd function,1,1480
roberts function,3,1484
roberts kernel,1,1496
robinson3 function,2,1500
robinson5 function,2,1508
rotate function,2,1516
rotate180 function,2,1524
rotate270 function,2,1532
rotate90 function,1,1540
rotating images,1,1544
row and column gradients,1,1548
rowgrad function,1,1552
scale function,2,1556
scaling and clipping,1,1564
scaling images,1,1568
shape features,1,1572
shape_features function,2,1576
signal-to-noise ratio, peak,1,1584
simple letter detector,1,1588
simple structuring element,1,1592
sinc function, 2-D,1,1596
Sint function,1,1600
size constant, ray tracing,1,1604
skeleton function,2,1608
skeleton2 function,2,1616
skeletonization,1,1624
smoothing,1,1628
Snell's Law,1,1632
sobel function,3,1636
Sobel gradient operator,1,1648
soft-thresholding of wavelet transform coefficients,1,1652
spatial domain,1,1656
spatial filtering,1,1660
spatial frequency,1,1664
spatial moments,1,1668
speech spectrogram,1,1672
sphere - image distortion,1,1676
sphere function,1,1680
stress cracks,1,1684
subcolor function,2,1688
superseded functions,1,1696
swirl - image distortion,1,1700
synthetic images,1,1704
tan(exp(z)) function,1,1708
television image color standards,1,1712
thin function,1,1716
thinning and skeletonization,1,1720
threshold function,1,1724
Thresholding and Inversion,1,1728
tiepoints,1,1732
track moving objects,1,1736
transform domain,1,1740
transformed image, centering,1,1744
translate function,1,1748
translating images,1,1752
type, bitmapped,1,1756
type, cross-stitch sampler,1,1760
type, curving,1,1764
type, embossed,1,1768
type, fatter,1,1772
type, italic,1,1776
type, outline,1,1780
type, shadow behind,1,1784
type, shrinking,1,1788
type, twisted,1,1792
type, wave effect,1,1796
unicrisp function,2,1800
unismooth function,2,1808
unismooth5 function,2,1816
up constant, ray tracing,1,1824
vectorize operator,1,1828
vertflip function,2,1832
viewing images in Mathcad,1,1840
visualization and synthetic images,1,1844
visualizing complex functions,1,1848
warp function,1,1852
wave2d function,1,1856
wavelet smoothing,1,1860
wavelet transform filtering,1,1864
wavescale function,2,1868
Wegener, M.,1,1876
Wiener filtering,1,1880
wiener2d function,1,1884
Wintz,1,1888
WRITEBMP function,2,1892
WRITERAW function,2,1900
WRITERGB function,2,1908
YCbCr television color,2,1916
ycbcr_to_rgb function,1,1924
YIQ channels,1,1928
YIQ television color,1,1932
yiq_to_rgb function,1,1936
YUV channels,1,1940
zoom function,2,1944
zooming and scaling,1,1952
