Volumetric image analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
Chichester [u.a.]
Wiley Teubner [u.a.]
1998
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | X, 243 S. Ill., graph. Darst. |
| ISBN: | 3519064472 0471967858 |
Internformat
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| 100 | 1 | |a Lohmann, Gabriele |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Volumetric image analysis |c Gabriele Lohmann |
| 264 | 1 | |a Chichester [u.a.] |b Wiley Teubner [u.a.] |c 1998 | |
| 300 | |a X, 243 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 2 | |a Traitement image assisté ordinateur | |
| 650 | 7 | |a analyse image |2 inriac | |
| 650 | 7 | |a image 3D |2 inriac | |
| 650 | 7 | |a modélisation objet |2 inriac | |
| 650 | 7 | |a niveau gris |2 inriac | |
| 650 | 7 | |a reconstruction surface |2 inriac | |
| 650 | 7 | |a rendu volumique |2 inriac | |
| 650 | 7 | |a segmentation |2 inriac | |
| 650 | 7 | |a visualisation image |2 inriac | |
| 650 | 7 | |a visualisation volume |2 inriac | |
| 650 | 4 | |a Image processing |x Digital techniques | |
| 650 | 4 | |a Three-dimensional display systems | |
| 650 | 0 | 7 | |a Dreidimensionale Bildverarbeitung |0 (DE-588)4240447-2 |2 gnd |9 rswk-swf |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-007863577 | |
Datensatz im Suchindex
| _version_ | 1809768474349666304 |
|---|---|
| adam_text |
CONTENTS
PREFACE
IX
ACKNOWLEDGEMENTS
XI
1
INTRODUCTION
1
PART
I:
3D
BINARY
IMAGES
7
2
BASICS
9
2.1
BASIC
DEFINITIONS
.
9
2.1.1
CONNECTIVITY
.
12
2.1.2
CELLULAR
COMPLEXES
.
17
2.1.3
A
SIMPLE
BORDER
DETECTION
ALGORITHM
.
19
2.2
CONNECTED
COMPONENTS
.
22
2.2.1
ELEMENTARY
ALGORITHMS
FOR
COMPONENT
LABELLING
.
23
2.2.2
BETTER
ALGORITHMS
FOR
COMPONENT
LABELLING
.
25
2.3
DATA
STRUCTURES
.
28
2.3.1
THE
TRACK
REPRESENTATION
.
28
2.3.2
OPERATIONS
ON
TRACKS
.
32
2.3.3
THE
OCTREE
REPRESENTATION
.
35
2.3.4
OPERATIONS
ON
OCTREES
.
40
3
FEATURES
OF
3D
COMPONENTS
43
3.1
TOPOLOGICAL
CHARACTERISTICS
OF
3D
OBJECTS
.
43
3.1.1
COMPONENTS,
CAVITIES
AND
HANDLES
.
43
3.1.2
COMPUTING
THE
EULER
NUMBER
.
45
3.2
SIMPLE
SHAPE
FEATURES
.
48
VI
CONTENTS
3.2.1
SIZE
.
48
3.2.2
SHAPE
SIMILARITY
MEASURES
.
50
3.3
MOMENTS
.
53
3.3.1
DEFINITION
.
53
3.3.2
FEATURES
DERIVED
FROM
MOMENTS
.
57
4
OPERATIONS
ON
3D
BINARY
IMAGES
61
4.1
TOPOLOGICAL
CLASSIFICATION
.
61
4.1.1
ALGORITHMS
FOR
COUNTING
THE
NUMBER
OF
CONNECTED
COMPONENTS
.
69
4.2
3D
TOPOLOGICAL
THINNING
.
70
4.2.1
3D
TOPOLOGY
PRESERVATION
.
70
4.2.2
THINNING
ALGORITHMS
.
74
4.3
DISTANCE
MEASUREMENTS
.
80
4.3.1
DISTANCE
MAPPING
.
80
4.3.2
MEASURING
DISTANCES
.
83
4.3.3
TWO-DIMENSIONAL
DISTANCE
TRANSFORMS
.
86
4.3.4
THREE-DIMENSIONAL
DISTANCE
TRANSFORMS
.
87
4.3.5
EUCLIDEAN
DISTANCE
TRANSFORM
.
89
4.3.6
NON-ISOTROPIC
VOXEL
GRIDS
.
92
4.4
MEDIAL
AXIS
TRANSFORMS
.
93
4.5
BINARY
MORPHOLOGY
.
96
4.5.1
BASIC
DEFINITIONS
.
97
4.5.2
APPLICATIONS^OF
MORPHOLOGICAL
FILTERS
.
99
4.5.3
MORPHOLOGY
AND
DISTANCE
TRANSFORMS
.
100
4.5.4
IMPLEMENTATION
.
102
PART
II:
3D
GREY
LEVEL
IMAGES
103
5
IMAGE
ENHANCEMENT
105
5.1
CONVOLUTIONS
.
106
5.2
NON-LINEAR
FILTERS
.
109
5.2.1
ANISOTROPIC
DIFFUSION
.
110
6
GEOMETRIC
TRANSFORMATIONS
OF
VOXEL
IMAGES
117
6.1
AFFINE
LINEAR
TRANSFORMATIONS
.
117
6.2
INTERPOLATION
.
121
6.2.1
INTERPOLATION
OF
VOLUMES
.
122
CONTENTS
VII
6.2.2
FEATURE-BASED
INTERPOLATION
.
125
7
SURFACE
SEGMENTATION
129
7.1
EDGES
IN
3D
IMAGES
.
129
7.2
SIMPLE
EDGE
FILTER
MASKS
.
131
7.2.1
THE
CANNY
FILTER
.
135
7.2.2
THE
DERICHE
FILTER
.
142
7.3
EDGE
THINNING
.
147
7.3.1
NON-MAXIMA
SUPPRESSION
USING
MASKS
.
147
7.3.2
NON-MAXIMA
SUPPRESSION
USING
INTERPOLATION
.
.
150
7.4
EDGE
LINKING
.
152
7.5
CURVATURE
.
155
7.5.1
MATHEMATICAL
BACKGROUND
.
155
7.5.2
CURVATURE
COMPUTATION
.
158
8
REGION
SEGMENTATION
169
8.1
CLUSTERING
METHODS
.
169
8.1.1
SIMPLE
THRESHOLDING
.
169
8.1.2
UNSUPERVISED
CLUSTERING
.
170
8.2
CONTEXTUAL
SEGMENTATION
.
172
8.2.1
REGION
GROWING
.
172
8.2.2
HYSTERESIS
THRESHOLDING
.
173
8.2.3
SPLIT-AND-MERGE
SEGMENTATION
.
173
8.2.4
EDGE
BASED
SEGMENTATION
.
174
8.2.5
OTHER
ALGORITHMS
.
174
8.3
AN
APPLICATION:
EXTRACTING
THE
BRAIN
FROM
AN
MR
DATA
SET
175
PART
III:
MODELLING
AND
REGISTRATION
OF
OBJECTS
177
9
SURFACE
TILING
181
9.1
BOUNDARY
TRACKING
.
181
9.2
THE
MARCHING
CUBES
ALGORITHM
.
183
9.3
THE
WRAPPER
ALGORITHM
.
186
9.4
SURFACES
FROM
PLANAR
CONTOURS
.
188
9.5
MESH
SIMPLIFICATION
.
190
VIII
CONTENTS
10
SURFACE
RECONSTRUCTION
193
10.1
PARAMETRIC
FORMS
.
195
10.1.1
RATIONAL
GAUSSIAN
SURFACES
.
195
10.1.2
SECOND-ORDER
POLYNOMIALS
.
197
10.1.3
OTHER
PARAMETRIC
FORMS
.
198
10.2
IMPLICIT
FORMS
.
198
10.2.1
QUADRICS
.
198
10.2.2
SUPERQUADRICS
.
200
10.2.3
DEFORMABLE
MODELS
.
202
11
REGISTRATION
203
11.1
AFFINE
LINEAR
TRANSFORMATIONS
OF
POINT
SETS
.
204
11.2
RIGID
TRANSFORMATIONS
OF
POINT
SETS
.
207
11.3
THE
ICP
ALGORITHM
.
210
11.4
PRINCIPAL
AXES
ALIGNMENT
.
211
11.5
ALIGNING
VOLUMETRIC
IMAGES
.
213
11.6
ALIGNING
SEGMENTED
STRUCTURES
.
213
APPENDIX
215
A
DISPLAYING
VOLUMETRIC
IMAGES
215
A.L
VOLUME
SLICING
.
215
A.
2
SURFACE
RENDERING
.
216
A.
2.1
ILLUMINATION
AND
SHADING
.
217
A.
2.2
PROJECTION
MODELS
.
219
A.
2.3
VISIBLE
SURFACE
DETERMINATION
.
220
A.
3
VOLUME
RENDERING
.
222
A.
3.1
ILLUMINATION
AND
SHADING
.
223
A.
3.2
DISCRETE
RAY
CASTING
.
223
REFERENCES
225
INDEX
241 |
| any_adam_object | 1 |
| author | Lohmann, Gabriele |
| author_facet | Lohmann, Gabriele |
| author_role | aut |
| author_sort | Lohmann, Gabriele |
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| building | Verbundindex |
| bvnumber | BV011663338 |
| callnumber-first | T - Technology |
| callnumber-label | TA1632 |
| callnumber-raw | TA1632 |
| callnumber-search | TA1632 |
| callnumber-sort | TA 41632 |
| callnumber-subject | TA - General and Civil Engineering |
| classification_rvk | ST 330 |
| classification_tum | DAT 757f DAT 772f |
| ctrlnum | (OCoLC)845028504 (DE-599)BVBBV011663338 |
| dewey-full | 621.367 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.367 |
| dewey-search | 621.367 |
| dewey-sort | 3621.367 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
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| id | DE-604.BV011663338 |
| illustrated | Illustrated |
| indexdate | 2024-09-10T00:55:12Z |
| institution | BVB |
| isbn | 3519064472 0471967858 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007863577 |
| oclc_num | 845028504 |
| open_access_boolean | |
| owner | DE-739 DE-91 DE-BY-TUM DE-91G DE-BY-TUM DE-Aug4 DE-29T DE-634 |
| owner_facet | DE-739 DE-91 DE-BY-TUM DE-91G DE-BY-TUM DE-Aug4 DE-29T DE-634 |
| physical | X, 243 S. Ill., graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Wiley Teubner [u.a.] |
| record_format | marc |
| spelling | Lohmann, Gabriele Verfasser aut Volumetric image analysis Gabriele Lohmann Chichester [u.a.] Wiley Teubner [u.a.] 1998 X, 243 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Traitement image assisté ordinateur analyse image inriac image 3D inriac modélisation objet inriac niveau gris inriac reconstruction surface inriac rendu volumique inriac segmentation inriac visualisation image inriac visualisation volume inriac Image processing Digital techniques Three-dimensional display systems Dreidimensionale Bildverarbeitung (DE-588)4240447-2 gnd rswk-swf Dreidimensionale Bildverarbeitung (DE-588)4240447-2 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007863577&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lohmann, Gabriele Volumetric image analysis Traitement image assisté ordinateur analyse image inriac image 3D inriac modélisation objet inriac niveau gris inriac reconstruction surface inriac rendu volumique inriac segmentation inriac visualisation image inriac visualisation volume inriac Image processing Digital techniques Three-dimensional display systems Dreidimensionale Bildverarbeitung (DE-588)4240447-2 gnd |
| subject_GND | (DE-588)4240447-2 |
| title | Volumetric image analysis |
| title_auth | Volumetric image analysis |
| title_exact_search | Volumetric image analysis |
| title_full | Volumetric image analysis Gabriele Lohmann |
| title_fullStr | Volumetric image analysis Gabriele Lohmann |
| title_full_unstemmed | Volumetric image analysis Gabriele Lohmann |
| title_short | Volumetric image analysis |
| title_sort | volumetric image analysis |
| topic | Traitement image assisté ordinateur analyse image inriac image 3D inriac modélisation objet inriac niveau gris inriac reconstruction surface inriac rendu volumique inriac segmentation inriac visualisation image inriac visualisation volume inriac Image processing Digital techniques Three-dimensional display systems Dreidimensionale Bildverarbeitung (DE-588)4240447-2 gnd |
| topic_facet | Traitement image assisté ordinateur analyse image image 3D modélisation objet niveau gris reconstruction surface rendu volumique segmentation visualisation image visualisation volume Image processing Digital techniques Three-dimensional display systems Dreidimensionale Bildverarbeitung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007863577&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT lohmanngabriele volumetricimageanalysis |