Divide and conquer parallelisation methods for digital image processing algorithms:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Düsseldorf
VDI-Verl.
2000
|
| Edition: | Als Ms. gedr. |
| Series: | Fortschritt-Berichte VDI
Reihe 10, Angewandte Informatik ; 649 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Zugl.: Freiburg im Breisgau, Univ., Diss., 2000 |
| Physical Description: | VII, 104 S. Ill., graph. Darst. |
| ISBN: | 3183649101 |
Staff View
MARC
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| 246 | 1 | 3 | |a Divide-and-conquer parallelisation methods for digital image processing algorithms |
| 250 | |a Als Ms. gedr. | ||
| 264 | 1 | |a Düsseldorf |b VDI-Verl. |c 2000 | |
| 300 | |a VII, 104 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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| 490 | 1 | |a Fortschritt-Berichte VDI : Reihe 10, Angewandte Informatik |v 649 | |
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Record in the Search Index
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| adam_text |
CONTENTS
V
CONTENTS
1
INTRODUCTION
1
2
MODELS
OF
PARALLEL
COMPUTATION
3
3
DIVIDE-AND-CONQUER
ALGORITHMS
ON
PARALLEL
SYSTEMS
6
3.1
THE
COMMUNICATION
MODEL
FOR
PARALLEL
DIVIDE-AND-CONQUER
ALGORITHMS
.
8
3.2
COMMUNICATION
GRAPHS
FOR
DIVIDE-AND-CONQUER
ALGORITHMS
.
9
3.2.1
SINGLE
MERGE
AND
SPLIT
OPERATION
.
10
3.2.2
REDUNDANT
MERGE
OPERATION
.
12
3.2.3
LOCAL
SPLIT
OPERATION
.
14
3.2.4
DISTRIBUTED
MERGE
AND
SPLIT
SCHEME
FOR
K-SEPARABLE
ALGORITHMS
.
15
3.3
GRAPH
EMBEDDINGS
FOR
DIVIDE-AND-CONQUER
ALGORITHMS
.
16
3.4
EXPERIMENTAL
RESULTS
AND
SUMMARY
.
19
4
CONNECTED
COMPONENT
LABELLING
24
4.1
THE
CONNECTED
COMPONENT
PROBLEM
.
24
4.2
THE
IMAGE
CONNECTED
COMPONENT
ALGORITHM
.
26
4.3
DESCRIPTION
OF
THE
ALGORITHM
FOR
BINARY
IMAGES
.
27
4.4
DESCRIPTION
OF
THE
ALGORITHM
FOR
GREY-LEVEL
IMAGES
.
28
4.5
PARALLEL
CONNECTED
COMPONENT
ALGORITHMS
.
29
4.5.1
PARALLEL
ALGORITHMS
FOR
SIMD
MESH-CONNECTED
COMPUTERS
.
29
4.5.2
PARALLEL
ALGORITHMS
FOR
MIMD
DISTRIBUTED
MEMORY
COMPUTERS
.
30
4.5.3
PARALLEL
ALGORITHMS
FOR
THE
PRAM
MODEL
.
31
4.6
OUTLINE
OF
THE
PARALLEL
ALGORITHM
.
32
4.7
COMPLEXITY
ANALYSIS
OF
THE
PARALLEL
CONNECTED
COMPONENT
ALGORITHM
.
35
4.7.1
ASYMPTOTICAL
BEHAVIOUR
.
35
4.7.2
COMPLEXITY
ANALYSIS
FOR
THE
IDEAL
MACHINE
MODEL
.
36
4.7.3
PERFORMANCE
ESTIMATION
OF
THE
PARALLEL
ALGORITHM
.
37
4.8
EXPERIMENTAL
RESULTS
.
37
VI
CONTENTS
5
A
CONNECTED
COMPONENT
APPROACH
FOR
THE
WATERSHED
SEGMENTATION
45
5.1
WATERSHED
ALGORITHMS
BASED
ON
HIERARCHICAL
QUEUES
.
46
5.2
DEFINITION
OF
THE
WATERSHED
SEGMENTATION
FOR
IMAGES
WITHOUT
NON-MINIMA
PLATEAUS
47
5.3
RELATION
TO
THE
TRADITIONAL
DEFINITION
OF
THE
WATERSHED
SEGMENTATION
.
49
5.4
THE
SEQUENTIAL
WATERSHED
ALGORITHM
FOR
LOWER
COMPLETE
IMAGES
.
51
5.5
EXTENSION
OF
THE
DEFINITION
FOR
IMAGES
WITH
PLATEAUS
.
52
5.6
THE
SEQUENTIAL
WATERSHED
ALGORITHM
FOR
IMAGES
WITH
PLATEAUS
.
53
5.7
COMPLEXITY
ANALYSIS
OF
THE
SEQUENTIAL
WATERSHED
ALGORITHM
AND
EXPERIMENTAL
RESULTS
55
6
THE
PARALLEL
WATERSHED
TRANSFORMATION
57
6.1
A
DIVIDE-AND-CONQUER
APPROACH
FOR
THE
PARALLEL
WATERSHED
SEGMENTATION
.
58
6.2
THE
PARALLEL
WATERSHED
ALGORITHM
FOR
IMAGES
WITHOUT
NON-MINIMA
PLATEAUS
.
59
6.3
PLATEAU
CORRECTION
WITH
ITERATIVE
RE-FLOODING
.
61
6.4
PLATEAU
CORRECTION
WITH
A
SINGLE
MERGE
OPERATION
AND
REDUNDANT
RE-FLOODING
.
62
6.5
A
DIVIDE-AND-CONQUER
WATERSHED
ALGORITHM
FOR
SHARED
MEMORY
COMPUTERS
.
62
6.6
EXPERIMENTAL
RESULTS
.
63
7
DIVIDE-AND-CONQUER
SCHEMES
TO
COLLECT
OR
EXTRACT
ICONIC
DATA
69
7.1
REDUNDANT
EXTRACTION
OF
ICONIC
DATA
.
70
7.2
REDUNDANT
EXTRACTION
OF
ICONIC
DATA
WITH
REDUCED
COMMUNICATION
.
71
7.3
REDUNDANT
EXTRACTION
OF
ICONIC
DATA
WITH
LOAD
BALANCING
.
71
7.3.1
LOAD
BALANCING
FOR
OBJECTS
WITH
CONSTANT
POST-PROCESSING
TIME
.
72
7.3.2
LOAD
BALANCING
FOR
OBJECTS
WITH
A
POST-PROCESSING
TIME
WHICH
DEPENDS
ON
THE
OBJECT
SIZE
.
74
7.4
A
DISTRIBUTED
ALGORITHM
FOR
THE
COLLECTION
OR
EXTRACTION
OF
ICONIC
DATA
.
74
8
A
PARALLEL
CONTOUR
EXTRACTION
AND
CLASSIFICATION
ALGORITHM
78
8.1
THE
SEQUENTIAL
CONTOUR
FOLLOWING
ALGORITHM
.
78
8.1.1
THE
PARALLEL
CONTOUR
FOLLOWING
ALGORITHM
.
82
8.1.2
HIERARCHY
OF
CONTOURS
.
84
8.1.3
CALCULATION
OF
CONVEX
HULLS
.
84
8.1.4
THE
NORMALISATION
STEPS
.
,
.
84
8.1.5
PARALLELISATION
OF
THE
FOURIER
ANALYSIS
.
85
8.1.6
CLASSIFICATION
.
86
8.1.7
EXPERIMENTAL
RESULTS
.
86
8.2
AN
OUTLOOK
ON
THE
APPLICATION
OF
THE
DISTRIBUTED
MERGE
AND
SPLIT
SCHEME
.
89
9
CONCLUSION
93
CONTENTS
BIBLIOGRAPHY
VII
95 |
| any_adam_object | 1 |
| author | Bieniek, Andreas |
| author_facet | Bieniek, Andreas |
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| author_sort | Bieniek, Andreas |
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| bvnumber | BV013606070 |
| classification_rvk | ST 330 |
| ctrlnum | (OCoLC)48052707 (DE-599)BVBBV013606070 |
| discipline | Informatik |
| edition | Als Ms. gedr. |
| format | Book |
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| id | DE-604.BV013606070 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T03:52:34Z |
| institution | BVB |
| isbn | 3183649101 |
| language | English |
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| physical | VII, 104 S. Ill., graph. Darst. |
| publishDate | 2000 |
| publishDateSearch | 2000 |
| publishDateSort | 2000 |
| publisher | VDI-Verl. |
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| series | Fortschritt-Berichte VDI |
| series2 | Fortschritt-Berichte VDI : Reihe 10, Angewandte Informatik |
| spelling | Bieniek, Andreas Verfasser aut Divide and conquer parallelisation methods for digital image processing algorithms Andreas Bieniek Divide-and-conquer parallelisation methods for digital image processing algorithms Als Ms. gedr. Düsseldorf VDI-Verl. 2000 VII, 104 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Fortschritt-Berichte VDI : Reihe 10, Angewandte Informatik 649 Zugl.: Freiburg im Breisgau, Univ., Diss., 2000 Divide-and-conquer-Verfahren (DE-588)4291466-8 gnd rswk-swf Verteilter Speicher (DE-588)4263487-8 gnd rswk-swf MIMD (DE-588)4300178-6 gnd rswk-swf Bildverarbeitung (DE-588)4006684-8 gnd rswk-swf MPI Schnittstelle (DE-588)4456003-5 gnd rswk-swf Paralleler Algorithmus (DE-588)4193615-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content MIMD (DE-588)4300178-6 s Verteilter Speicher (DE-588)4263487-8 s MPI Schnittstelle (DE-588)4456003-5 s Bildverarbeitung (DE-588)4006684-8 s Paralleler Algorithmus (DE-588)4193615-2 s Divide-and-conquer-Verfahren (DE-588)4291466-8 s DE-604 Fortschritt-Berichte VDI Reihe 10, Angewandte Informatik ; 649 (DE-604)BV000897204 649 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009294528&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Bieniek, Andreas Divide and conquer parallelisation methods for digital image processing algorithms Fortschritt-Berichte VDI Divide-and-conquer-Verfahren (DE-588)4291466-8 gnd Verteilter Speicher (DE-588)4263487-8 gnd MIMD (DE-588)4300178-6 gnd Bildverarbeitung (DE-588)4006684-8 gnd MPI Schnittstelle (DE-588)4456003-5 gnd Paralleler Algorithmus (DE-588)4193615-2 gnd |
| subject_GND | (DE-588)4291466-8 (DE-588)4263487-8 (DE-588)4300178-6 (DE-588)4006684-8 (DE-588)4456003-5 (DE-588)4193615-2 (DE-588)4113937-9 |
| title | Divide and conquer parallelisation methods for digital image processing algorithms |
| title_alt | Divide-and-conquer parallelisation methods for digital image processing algorithms |
| title_auth | Divide and conquer parallelisation methods for digital image processing algorithms |
| title_exact_search | Divide and conquer parallelisation methods for digital image processing algorithms |
| title_full | Divide and conquer parallelisation methods for digital image processing algorithms Andreas Bieniek |
| title_fullStr | Divide and conquer parallelisation methods for digital image processing algorithms Andreas Bieniek |
| title_full_unstemmed | Divide and conquer parallelisation methods for digital image processing algorithms Andreas Bieniek |
| title_short | Divide and conquer parallelisation methods for digital image processing algorithms |
| title_sort | divide and conquer parallelisation methods for digital image processing algorithms |
| topic | Divide-and-conquer-Verfahren (DE-588)4291466-8 gnd Verteilter Speicher (DE-588)4263487-8 gnd MIMD (DE-588)4300178-6 gnd Bildverarbeitung (DE-588)4006684-8 gnd MPI Schnittstelle (DE-588)4456003-5 gnd Paralleler Algorithmus (DE-588)4193615-2 gnd |
| topic_facet | Divide-and-conquer-Verfahren Verteilter Speicher MIMD Bildverarbeitung MPI Schnittstelle Paralleler Algorithmus Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009294528&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000897204 |
| work_keys_str_mv | AT bieniekandreas divideandconquerparallelisationmethodsfordigitalimageprocessingalgorithms |