Digital image processing: concepts, algorithms, and scientific applications
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | German |
| Published: |
Berlin u.a.
Springer
1995
|
| Edition: | 3. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 370 - 375. - Dt. Ausg. u.d.T.: Jähne, Bernd: Digitale Bildverarbeitung Dt. Ausg. u.d.T.: Jähne, Bernd: Digitale Bildverarbeitung |
| Physical Description: | XIII, 383 S., [8] Bl. Ill., graph. Darst. |
| ISBN: | 3540592989 |
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MARC
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| 100 | 1 | |a Jähne, Bernd |d 1953- |e Verfasser |0 (DE-588)172169321 |4 aut | |
| 245 | 1 | 0 | |a Digital image processing |b concepts, algorithms, and scientific applications |c Bernd Jähne |
| 250 | |a 3. ed. | ||
| 264 | 1 | |a Berlin u.a. |b Springer |c 1995 | |
| 300 | |a XIII, 383 S., [8] Bl. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverz. S. 370 - 375. - Dt. Ausg. u.d.T.: Jähne, Bernd: Digitale Bildverarbeitung | ||
| 500 | |a Dt. Ausg. u.d.T.: Jähne, Bernd: Digitale Bildverarbeitung | ||
| 650 | 7 | |a Beeldverwerking |2 gtt | |
| 650 | 4 | |a Image processing |x Digital techniques | |
| 650 | 0 | 7 | |a Bildverarbeitung |0 (DE-588)4006684-8 |2 gnd |9 rswk-swf |
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| 689 | 0 | |5 DE-604 | |
| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006888272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-006888272 | ||
Record in the Search Index
| _version_ | 1804124770985312256 |
|---|---|
| adam_text | CONTENTS
1
INTRODUCTION
1
1.1
DIGITAL
IMAGE
PROCESSING
*
A
NEW
RESEARCH
TOOL................
1
1.2
COMPONENTS
OF
AN
IMAGE
PROCESSING
SYSTEM....................
2
1.2.1
IMAGE
SENSORS.................................
2
1.2.2
IMAGE
STORAGE
................................
6
1.2.3
IMAGE
PROCESSING
SPEED...........................
8
1.3
HUMAN
AND
COMPUTER
VISION............................
8
1.4
EXAMPLES
OF
SCIENTIFIC
APPLICATIONS.........................
12
1.5
HIERARCHY
OF
IMAGE
PROCESSING
OPERATIONS.....................
15
1.6
IMAGE
PROCESSING
AND
COMPUTER
GRAPHICS.....................
18
2
IMAGE
FORMATION
AND
DIGITIZATION
19
2.1
INTERACTION
BETWEEN
LIGHT
AND
MATTER.......................
19
2.1.1
INTRODUCTION
.................................
19
2.1.2
OPAQUE
SURFACES...............................20
2.1.3
VOLUMES....................................21
2.1.4
LIGHT
SOURCES.................................22
2.1.5
REFLECTION...................................22
2.2
IMAGE
FORMATION
...................................22
2.2.1
WORLD
AND
CAMERA
COORDINATES.......................23
2.2.2
PINHOLE
CAMERA
MODEL:
PERSPECTIVE
PROJECTION..............24
2.2.3
HOMOGENEOUS
COORDINATES..........................26
2.2.4
GEOMETRIC
DISTORTION.............................28
2.2.5
DEPTH
OF
FOCUS................................29
2.2.6
3-D
POINT
SPREAD
FUNCTION.........................31
2.2.7
OPTICAL
TRANSFER
FUNCTION..........................33
2.2.8
CROSS
SECTIONAL
IMAGING...........................37
2.2.9
STEREOSCOPY..................................38
2.2.10
TOMOGRAPHY
.................................39
2.3
DIGITIZATION......................................40
2.3.1
IMAGE
MATRIX.................................40
2.3.2
MOIRE-EFFECT
AND
ALIASING..........................43
2.3.3
THE
SAMPLING
THEOREM...........................45
2.3.4
RECONSTRUCTION
FROM
SAMPLES........................50
2.3.5
STANDARD
SAMPLING..............................52
CONTENTS
IX
3
SPACE
AND
WAVE
NUMBER
DOMAIN
53
3.1
INTRODUCTION......................................53
3.2
THE
DISCRETE
FOURIER
TRANSFORM
(DFT).......................54
3.2.1
THE
ONE-DIMENSIONAL
DFT..........................54
3.2.2
THE
TWO-DIMENSIONAL
DFT.........................56
3.2.3
PERIODICITY
.....................
57
3.2.4
SYMMETRY...................................57
3.2.5
DYNAMICAL
RANGE
OF
THE
DFT........................60
3.2.6
PHASE
AND
AMPLITUDE............................61
3.3
DISCRETE
UNITARY
TRANSFORMS.............................63
3.3.1
GENERAL
PROPERTIES..............................63
3.3.2
FURTHER
EXAMPLES
FOR
UNITARY
TRANSFORMS.................65
3.4
FAST
ALGORITHMS
FOR
UNITARY
TRANSFORMS......................67
3.4.1
IMPORTANCE
OF
FAST
ALGORITHMS......................
.
67
3.4.2
THE
1-D
RADIX-2
FFT
ALGORITHMS.....................68
3.4.3
OTHER
1-D
FFT
ALGORITHMS.........................
72
3.4.4
MULTIDIMENSIONAL
FFT
ALGORITHMS.....................
75
4
PIXELS
77
4.1
INTRODUCTION......................................77
4.2
RANDOM
VARIABLES..................................77
4.2.1
BASICS.....................................
77
4.2.2
QUANTIZATION.................................81
4.2.3
HISTOGRAMS..................................83
4.3
POINT
OPERATIONS...................................86
4.3.1
HOMOGENEOUS
POINT
OPERATIONS.......................86
4.3.2
LOOK-UP
TABLES................................86
4.3.3
INHOMOGENEOUS
POINT
OPERATIONS......................91
4.4
DYADIC
LUT
OPERATIONS...............................94
4.5
CORRELATIONS
AND
SPECTRA...............................95
4.5.1
RANDOM
FIELDS................................95
4.5.2
CORRELATIONS
AND
COVARIANCES........................95
4.5.3
SPECTRA
AND
COHERENCE............................97
5
NEIGHBORHOODS
100
5.1
COMBINING
PIXELS...................................100
5.1.1
LINEAR
FILTERING................................101
5.1.2
RECURSIVE
FILTERS
AND
LINEAR
SYSTEMS....................103
5.1.3
RANK
VALUE
FILTERING.............................106
5.2
LINEAR
SHIFT-INVARIANT
FILTERS
............................107
5.2.1
LINEARITY
...................................108
5.2.2
SHIFT
INVARIANCE.....................
109
5.2.3
IMPULSE
RESPONSE,
TRANSFER
FUNCTION,
AND
EIGENFUNCTIONS........109
5.2.4
SYMMETRY...................................ILL
5.2.5
GENERAL
PROPERTIES
OF
LINEAR
SHIFT-INVARIANT
OPERATORS..........114
131
134
135
138
140
142
146
147
153
155
157
157
159
159
160
160
162
164
166
167
168
170
173
173
174
174
177
180
180
185
185
188
188
190
190
190
190
192
X
6
MEAN
AND
EDGES
6.1
SMOOTHING............................
6.1.1
BOX
FILTERS.......................
6.1.2
BINOMIAL
FILTERS
....................
6.1.3
RECURSIVE
SMOOTHING
FILTERS..............
6.1.4
MEDIAN
FILTER......................
6.2
EDGE
DETECTION.........................
6.2.1
FIRST-ORDER
DERIVATIVE
OPERATORS...........
6.2.2
LAPLACE
FILTER......................
6.3
FILTER
DESIGN
.........................
6.3.1
FILTER
NETS
......................
6.3.2
FILTER
DECOMPOSITION.................
6.3.3
SMOOTHING
OPERATORS
................
6.3.4
BANDPASS
FILTERS;
DOG
AND
LOG
FILTER.......
6.3.5
DERIVATIVE
OPERATORS.................
7
LOCAL
ORIENTATION
7.1
INTRODUCTION..........................
7.1.1
VECTORIAL
REPRESENTATION
OF
LOCAL
ORIENTATION
.
.
.
7.1.2
COLOR
CODING
OF
VECTORIAL
IMAGE
FEATURES.....
7.2
THE
QUADRATURE
FILTER
SET
METHOD.............
7.2.1
DIRECTIONAL
QUADRATURE
FILTERS...........
7.2.2
VECTORIAL
FILTER
RESPONSE
ADDITION.........
7.3
THE
TENSOR
METHOD
.....................
7.3.1
ANALOGY:
THE
INERTIA
TENSOR............
7.3.2
EIGENVALUE
ANALYSIS
OF
THE
2-D
INERTIA
TENSOR
.
.
.
7.3.3
COMPUTING
THE
INERTIA
TENSOR
IN
THE
SPACE
DOMAIN
7.3.4
EXAMPLES
AND
APPLICATIONS.............
8
SCALES
8.1
MULTIGRID
DATA
STRUCTURES..................
8.2
GAUSS
AND
LAPLACE
PYRAMIDS................
8.2.1
INTRODUCTION
.....................
8.2.2
ALGORITHMS
FOR
PYRAMIDAL
DECOMPOSITION.....
8.2.3
FILTERS
FOR
PYRAMID
FORMATION
...........
8.2.4
INTERPOLATION.....................
9
TEXTURE
9.1
INTRODUCTION..........................
9.2
ROTATION
AND
SCALE
INVARIANT
TEXTURE
FEATURES
......
9.2.1
LOCAL
VARIANCE....................
9.3
ROTATION
AND
SCALE
VARIANT
TEXTURE
FEATURES.......
9.3.1
LOCAL
ORIENTATION...................
9.3.2
LOCAL
WAVE
NUMBER.................
9.3.3
PYRAMIDAL
TEXTURE
ANALYSIS.............
9.4
FRACTAL
DESCRIPTION
OF
TEXTURE................
CONTENTS
XI
10
SEGMENTATION
193
10.1
INTRODUCTION......................................193
10.2
PIXEL-BASED
METHODS.................................193
10.3
REGION-BASED
METHODS................................195
10.4
EDGE-BASED
METHODS.................................198
11
SHAPE
200
11.1
INTRODUCTION......................................200
11.2
MORPHOLOGICAL
OPERATORS...............................200
11.2.1
NEIGHBORHOOD
OPERATIONS
ON
BINARY
IMAGES................200
11.2.2
GENERAL
PROPERTIES
OF
MORPHOLOGICAL
OPERATIONS
.............202
11.2.3
FURTHER
MORPHOLOGICAL
OPERATIONS.....................204
11.3
REPRESENTATION
OF
SHAPE...............................208
11.3.1
CHAIN
CODE..................................208
11.3.2
RUN-LENGTH
CODE...............................209
11.3.3
QUADTREES...................................210
11.4
SHAPE
PARAMETERS
.....
212
11.4.1
SIMPLE
GEOMETRIC
PARAMETERS........................212
11.4.2
MOMENT-BASED
SHAPE
FEATURES.......................214
11.4.3
FOURIER
DESCRIPTORS..............................216
12
CLASSIFICATION
219
12.1
INTRODUCTION..........
219
12.2
FEATURE
SPACE;
CLUSTERS
...............................221
12.3
FEATURE
SELECTION;
PRINCIPAL-AXES
TRANSFORM....................223
12.4
CLASSIFICATION
TECHNIQUES...............................225
12.5
APPLICATION......................................226
13
RECONSTRUCTION
FROM
PROJECTIONS
231
13.1
INTRODUCTION......................................231
13.2
FOCUS
SERIES......................................233
13.2.1
RECONSTRUCTION
OF
SURFACES
IN
SPACE
....................233
13.2.2
RECONSTRUCTION
BY
INVERSE
FILTERING.....................234
13.2.3
CONFOCAL
LASER
SCANNING
MICROSCOPY....................237
13.3
RECONSTRUCTION
OF
TOMOGRAPHIC
IMAGES.......................239
13.3.1
INTRODUCTION
.................................239
13.3.2
RADON
TRANSFORM
AND
FOURIER
SLICE
THEOREM...............240
13.3.3
FILTERED
BACK
PROJECTION........................
241
13.3.4
ALGEBRAIC
RECONSTRUCTION..........................245
14
MOTION
253
14.1
INTRODUCTION......................................253
14.1.1
GRAY
VALUE
CHANGES.............................254
14.1.2
THE
APERTURE
PROBLEM............................257
14.1.3
THE
CORRESPONDENCE
PROBLEM........................257
14.1.4
MOTION
ANALYSIS
AND
3-D
RECONSTRUCTION
.................259
14.2
MOTION
KINEMATICS..................................259
14.2.1
MASS
POINTS..................................261
14.2.2
DEFORMABLE
OBJECTS.............................263
XII
CONTENTS
14.2.3
KINEMATICS
OF
PROJECTED
MOTION
......................266
14.3
MOTION
DYNAMICS...................................268
14.4
MOTION
MODELS....................................269
14.4.1
MOTION
OF
POINTS...............................270
14.4.2
MOTION
OF
PLANAR
SURFACES..........................272
14.4.3
MOTION
IN
CROSS-SECTIONAL
IMAGES......................274
15
DISPLACEMENT
VECTORS
275
15.1
INTRODUCTION......................................275
15.2
DIFFERENTIAL
METHODS
.
................................276
15.2.1
OPTICAL
FLUX.................................276
15.2.2
LEAST
SQUARES
SOLUTION
OF
THE
APERTURE
PROBLEM.............279
15.2.3
DIFFERENTIAL
GEOMETRIC
MODELING......................286
15.3
CORRELATION
METHODS.................................289
15.3.1
PRINCIPLE
...................................290
15.3.2
FAST
IMPLEMENTATION.............................291
15.3.3
MONOTONY
OPERATOR.............................293
15.3.4
SIGNUM
OF
THE
LAPLACE
OPERATOR
......................296
16
DISPLACEMENT
VECTOR
FIELDS
297
16.1
INTRODUCTION......................................297
16.2
DETERMINATION
OF
DVF
BY
VARIATIONAL
CALCULUS..................298
16.2.1
GENERAL
APPROACH..............................298
16.2.2
DIFFERENTIAL
METHOD
AS
A
MINIMAL
PROBLEM.................299
16.3
SMOOTH
DISPLACEMENT
VECTOR
FIELDS
........................300
16.3.1
SMOOTHNESS
CONSTRAINTS...........................300
,16.3.2
ELASTICITY
MODELS...............................302
16.3.3
NETWORK
MODELS
...............................304
16.3.4
DIFFUSION
MODELS...............................308
16.4
CONTROLLING
SMOOTHNESS...............................309
16.4.1
SMOOTH
DISPLACEMENT
VECTOR
FIELDS
....................310
16.4.2
EDGE-ORIENTED
SMOOTHNESS..........................313
16.4.3
REGION-LIMITED
SMOOTHNESS.........................315
16.4.4
ORIENTED
SMOOTHNESS.............................315
16.5
SUMMARY.......................................316
17
SPACE-TIME
IMAGES
318
17.1
MOTION
IS
ORIENTATION
................................318
17.2
MOTION
IN
FOURIER
DOMAIN..............................321
17.3
VELOCITY
FILTERING...................................323
17.3.1
PROJECTION
FILTERS...............................324
17.3.2
GABOR
FILTERS.................................326
17.4
1-D
MOTION
DETERMINATION..............................327
17.4.1
CONVERSION
OF
THE
DIFFERENTIAL
METHOD
INTO
A
FILTER
METHOD.......327
17.4.2
THE
TENSOR
METHOD.............................330
17.4.3
THE
QUADRATURE
FILTER
SET
METHOD.....................331
17.4.4
THE
PHASE
METHOD..............................332
17.4.5
ACCURACY
OF
MOTION
DETERMINATION.....................334
17.5
2-D
MOTION
DETERMINATION..............................336
CONTENTS
XIII
17.5.1
THE
QUADRATURE
FILTER
SET
METHOD.....................336
17.5.2
THE
TENSOR
METHOD......
337
A
MATHEMATICAL
PRELIMINARIES
341
A.L
MATRIX
ALGEBRA....................................341
A.1.1
DEFINITIONS
..................................341
A.
1.2
THE
OVERDETERMINED
DISCRETE
INVERSE
PROBLEM..............342
A.L.3
SUGGESTED
FURTHER
READINGS.........................344
A.2
FOURIER
TRANSFORMATION................................344
A.2.1
DEFINITION...................................344
A.2.2
PROPERTIES
OF
THE
FOURIER
TRANSFORM....................345
A.2.3
IMPORTANT
FOURIER
TRANSFORM
PAIRS.....................346
A.2.4
SUGGESTED
FURTHER
READINGS.........................346
A.
3
DISCRETE
FOURIER
TRANSFORM
(DFT)..........................346
A.3.1
DEFINITION...................................346
A.3.2
IMPORTANT
PROPERTIES.............................347
A.3.3
IMPORTANT
TRANSFORM
PAIRS.........................348
A.
3.4
SUGGESTED
FURTHER
READINGS.........................348
B
PC-BASED
IMAGE
PROCESSING
SYSTEMS
349
B.
L
OVERVIEW.......................................349
B.2
VIDEO
INPUT......................................350
B.3
FRAME
BUFFER.....................................354
B.4
VIDEO
OUTPUT.....................................355
B.5
DEDICATED
IMAGE
PROCESSING
HARDWARE.......................356
B.
5.1
PARALLEL
PROCESSING
IN
THE
VIDEO
PIPELINE
.................356
B.5.2
PROCESSING
WINDOWS:
AREA-OF-INTEREST...................357
B.5.3
ARITHMETIC
PIPELINE
PROCESSORS.......................357
B.5.4
FILTER
PROCESSORS...............................358
B.5.5
HISTOGRAM
AND
FEATURE
EXTRACTORS.....................358
B.6
PROGRAMMABLE
SYSTEMS
...............................358
B.6.1
FRAME
GRABBERS
WITH
PROGRAMMABLE
PROCESSORS
.............359
B.6.2
FRAME
GRABBERS
FOR
FAST
PC
BUS
SYSTEMS.................359
B.6.3
PORTABLE
SOFTWARE
VERSUS
DEDICATED
HARDWARE
..............360
BIBLIOGRAPHY
370
INDEX
376
|
| any_adam_object | 1 |
| author | Jähne, Bernd 1953- |
| author_GND | (DE-588)172169321 |
| author_facet | Jähne, Bernd 1953- |
| author_role | aut |
| author_sort | Jähne, Bernd 1953- |
| author_variant | b j bj |
| building | Verbundindex |
| bvnumber | BV010347920 |
| callnumber-first | T - Technology |
| callnumber-label | TA1637 |
| callnumber-raw | TA1637 |
| callnumber-search | TA1637 |
| callnumber-sort | TA 41637 |
| callnumber-subject | TA - General and Civil Engineering |
| classification_rvk | ST 330 ZN 6050 |
| classification_tum | ELT 530f DAT 760f |
| ctrlnum | (OCoLC)33149190 (DE-599)BVBBV010347920 |
| dewey-full | 621.36/7 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.36/7 |
| dewey-search | 621.36/7 |
| dewey-sort | 3621.36 17 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 3. ed. |
| format | Book |
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| id | DE-604.BV010347920 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T17:50:57Z |
| institution | BVB |
| isbn | 3540592989 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006888272 |
| oclc_num | 33149190 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-Aug4 DE-11 DE-188 |
| owner_facet | DE-91 DE-BY-TUM DE-Aug4 DE-11 DE-188 |
| physical | XIII, 383 S., [8] Bl. Ill., graph. Darst. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Springer |
| record_format | marc |
| spelling | Jähne, Bernd 1953- Verfasser (DE-588)172169321 aut Digital image processing concepts, algorithms, and scientific applications Bernd Jähne 3. ed. Berlin u.a. Springer 1995 XIII, 383 S., [8] Bl. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 370 - 375. - Dt. Ausg. u.d.T.: Jähne, Bernd: Digitale Bildverarbeitung Dt. Ausg. u.d.T.: Jähne, Bernd: Digitale Bildverarbeitung Beeldverwerking gtt Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 s DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006888272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jähne, Bernd 1953- Digital image processing concepts, algorithms, and scientific applications Beeldverwerking gtt Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd |
| subject_GND | (DE-588)4006684-8 |
| title | Digital image processing concepts, algorithms, and scientific applications |
| title_auth | Digital image processing concepts, algorithms, and scientific applications |
| title_exact_search | Digital image processing concepts, algorithms, and scientific applications |
| title_full | Digital image processing concepts, algorithms, and scientific applications Bernd Jähne |
| title_fullStr | Digital image processing concepts, algorithms, and scientific applications Bernd Jähne |
| title_full_unstemmed | Digital image processing concepts, algorithms, and scientific applications Bernd Jähne |
| title_short | Digital image processing |
| title_sort | digital image processing concepts algorithms and scientific applications |
| title_sub | concepts, algorithms, and scientific applications |
| topic | Beeldverwerking gtt Image processing Digital techniques Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Beeldverwerking Image processing Digital techniques Bildverarbeitung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006888272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT jahnebernd digitalimageprocessingconceptsalgorithmsandscientificapplications |