Unified retrieval in distributed and heterogeneous multimedia information systems:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2014
|
| Schlagworte: | |
| Online-Zugang: | kostenfrei Volltext Inhaltsverzeichnis |
| Beschreibung: | XVI, 185 S. Ill. |
Internformat
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Datensatz im Suchindex
| _version_ | 1804152346318471168 |
|---|---|
| adam_text | Contents
List of Tables
xiii
List of Figures
xvi
List of Listings
xvii
I Preface
1
1
Introduction
3
1.1
Motivation
................................ 3
1.2
Contributions
............................... 5
1.3
Overview
................................. 6
II Foundations of Multimedia Information Retrieval
9
2
Multimedia Information Retrieval in a Nutshell
11
2.1
Terminology
................................ 11
2.2
Excursus: Information Retrieval
.................... 12
2.3
Classification of Multimedia Information Retrieval Techniques
.... 16
2.4
Multimedia Information Retrieval: An On-going Challenge
..... 17
3
Modeling Multimedia Metadata
21
3.1
Only Data about Data?
......................... 21
3.2
Classifying Metadata
Schemas...................... 25
3.3
Metamodels for Designing Metadata
Schemas............. 26
3.3.1
Representational Models
..................... 27
3.3.2
Multimedia Ontologies
...................... 29
3.4
Presence of Multimedia Metadata
.................... 31
3.5
Metadata, Standardization and the Web
................ 33
4
Indexing Multimedia Resources
37
4.1
Usage of Multimedia Features During Retrieval
............ 37
4.2
Expressiveness of Features in Image Retrieval
............. 40
4.3
Similarity Measures
........................... 42
4.4
Characteristics of Similarity Query Types
............... 42
4.5
Accessing Multimedia Features
..................... 44
4.6
The Curse of Dimensionality and Beyond
............... 47
5
Multimedia
Retrieval
Systems
49
5.1
Terminology
&
Requirements Definition
................ 49
5.2
Architectural Facets
........................... 50
5.3
Multimedia Query Languages
...................... 52
III Improving Metadata Interoperability
55
6
Unified Access to Multimedia Metadata
57
6.1
Related Work
............................... 57
6.1.1
Many Standards for Different Needs
.............. 57
6.1.2
Interoperability Approaches between Metadata
Schemas ... 58
6.2
Use Case
&:
Requirements
........................ 59
6.3
A Pivot Metadata Scheme for Media Resources
............ 61
6.3.1
Ontology for Media Resources
1.0 ............... 62
6.3.2
Alignment of Metadata Formats
................ 62
6.3.3
API for Media Resources
1.0.................. 65
7
Discussion
71
IV Distributed Multimedia Retrieval
75
8
AIR: Architecture for Interoperable Retrieval
77
8.1
Related Work
............................... 77
8.2
Application Scenarios
.......................... 78
8.2.1
THESEUS: MEDICO
...................... 78
8.2.2
Interoperable Image Search
................... 79
8.3
Design Principles
............................. 81
8.4
Excursus: MPEG Query Format
.................... 82
8.5
Query Execution Strategies
....................... 85
8.6
Architectural Facets
........................... 87
8.7
Distributed Query Processing
...................... 89
9
Discussion
95
V Optimizing Distributed Multimedia Retrieval
97
10
Optimization Techniques for Query Execution
99
10.1
Related Work
............................... 99
10.2
Intra-Query Optimization
........................ 100
10.2.1
Query Execution Planning
.................... 100
10.2.2
Query Processing Strategies
................... 101
10.3
Inter-Query Optimization
........................ 104
10.3.1
Query Scheduler
......................... 104
10.3.2
Multimedia Caching System
................... 104
11
Retrieval in Unfederated Multimedia Environments
109
11.1
Characterizing the Issue
......................... 109
11.2
Related Work
............................... 110
11.3
Definitions and Notations
........................
Ill
11.4
Algorithm Inspection
&
System Integration
.............. 117
12
Evaluation
119
12.1
Quality Measures
............................. 119
12.2
Evaluation of Optimization Techniques
................. 122
12.2.1
Evaluation Environment
..................... 122
12.2.2
Comparison of Intra-Query Optimization Strategies
..... 123
12.2.3
Results of Inter-Query Optimization
.............. 125
12.3
Evaluation of the Late Fuzzy Multimedia Fusion
........... 127
12.3.1
Evaluation Environment and Algorithm Setup
........ 127
12.3.2
Benchmarking-based Evaluation
................ 131
12.3.3
User-centric Evaluation
..................... 133
VI Summary
135
13
Resume
137
13.1
Conclusion
................................137
13.2
Future Work
...............................138
A Fuzzy Logic
141
В
Details on Ontology L· API for Media Resource
1.0 145
B.I Ontology for Media Resource
1.0:
Properties
.............145
B.2 API for Media Resource
1.0:
WeblDL specification
..........151
С
Details on the Evaluation of the AIR Framework
157
C.I Query Cache Evaluation: Query visualizations L· Processing times
. 157
C.2 Query Processing Strategies: Detailed Processing Times
.......158
C.3 Late Fuzzy Multimedia Fusion: Excerpt of the User Evaluation
. . . 158
Bibliography
163
|
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| discipline | Allgemeines Informatik |
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| spelling | Stegmaier, Florian Verfasser aut Unified retrieval in distributed and heterogeneous multimedia information systems Florian Stegmaier 2014 XVI, 185 S. Ill. txt rdacontent n rdamedia nc rdacarrier Passau, Univ., Diss., 2014 Abfrage (DE-588)4198788-3 gnd rswk-swf Metasuchmaschine (DE-588)4759579-6 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Interoperabilität (DE-588)4760029-9 gnd rswk-swf Verteiltes Datenbanksystem (DE-588)4121865-6 gnd rswk-swf Bildgebendes Verfahren (DE-588)4006617-4 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Abfrage (DE-588)4198788-3 s Information Retrieval (DE-588)4072803-1 s Interoperabilität (DE-588)4760029-9 s Metasuchmaschine (DE-588)4759579-6 s Verteiltes Datenbanksystem (DE-588)4121865-6 s Bildgebendes Verfahren (DE-588)4006617-4 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:739-opus-27317 http://www.opus-bayern.de/uni-passau/volltexte/2014/2731 kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:739-opus-27317 Resolving-System Volltext Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027403417&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Stegmaier, Florian Unified retrieval in distributed and heterogeneous multimedia information systems Abfrage (DE-588)4198788-3 gnd Metasuchmaschine (DE-588)4759579-6 gnd Information Retrieval (DE-588)4072803-1 gnd Interoperabilität (DE-588)4760029-9 gnd Verteiltes Datenbanksystem (DE-588)4121865-6 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| subject_GND | (DE-588)4198788-3 (DE-588)4759579-6 (DE-588)4072803-1 (DE-588)4760029-9 (DE-588)4121865-6 (DE-588)4006617-4 (DE-588)4113937-9 |
| title | Unified retrieval in distributed and heterogeneous multimedia information systems |
| title_auth | Unified retrieval in distributed and heterogeneous multimedia information systems |
| title_exact_search | Unified retrieval in distributed and heterogeneous multimedia information systems |
| title_full | Unified retrieval in distributed and heterogeneous multimedia information systems Florian Stegmaier |
| title_fullStr | Unified retrieval in distributed and heterogeneous multimedia information systems Florian Stegmaier |
| title_full_unstemmed | Unified retrieval in distributed and heterogeneous multimedia information systems Florian Stegmaier |
| title_short | Unified retrieval in distributed and heterogeneous multimedia information systems |
| title_sort | unified retrieval in distributed and heterogeneous multimedia information systems |
| topic | Abfrage (DE-588)4198788-3 gnd Metasuchmaschine (DE-588)4759579-6 gnd Information Retrieval (DE-588)4072803-1 gnd Interoperabilität (DE-588)4760029-9 gnd Verteiltes Datenbanksystem (DE-588)4121865-6 gnd Bildgebendes Verfahren (DE-588)4006617-4 gnd |
| topic_facet | Abfrage Metasuchmaschine Information Retrieval Interoperabilität Verteiltes Datenbanksystem Bildgebendes Verfahren Hochschulschrift |
| url | http://www.opus-bayern.de/uni-passau/volltexte/2014/2731 https://nbn-resolving.org/urn:nbn:de:bvb:739-opus-27317 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027403417&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT stegmaierflorian unifiedretrievalindistributedandheterogeneousmultimediainformationsystems |