User-centered image annotation and its applications:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Bremen
2016
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Zusammenfassung in deutsch und englisch |
| Beschreibung: | x, 140 Seiten Illustrationen, Diagramme |
Internformat
MARC
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| 245 | 1 | 0 | |a User-centered image annotation and its applications |c by Dipl-Inf. Nina Wenig (Runge) |
| 264 | 1 | |a Bremen |c 2016 | |
| 300 | |a x, 140 Seiten |b Illustrationen, Diagramme | ||
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| 502 | |b Dissertation |c University of Bremen |d 2016 | ||
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Datensatz im Suchindex
| _version_ | 1804177598323884032 |
|---|---|
| adam_text | Contents
1 Introduction 1
1.1 Classes of Image Annotations....................................... 3
1.2 User Interaction .................................................. 4
1.3 Annotation Space................................................... 5
1.4 User-Centeredness.................................................. 6
1.5 Outline of this Work............................................... 6
2 Related Work 11
2.1 Current Gallery Apps for Image Collections........................ 11
2.2 Image Annotation Background...................................... 14
2.2.1 Categorizing Image Annotations............................. 15
2.2.2 Tag Clouds................................................. 17
2.3 Automatic Image Tagging........................................... 17
2.3.1 Computer Vision and Machine Learning....................... 18
2.3.2 Datasets................................................... 19
2.4 Manual Image Tagging.............................................. 21
2.4.1 Gamification............................................... 22
2.5 Meta Annotations ................................................. 23
2.5.1 Location................................................... 23
2.5.2 Time and Location.......................................... 24
2.6 Intra Annotations ................................................ 25
2.7 Inter Annotations................................................. 26
2.8 Associative Annotations........................................... 26
2.9 Conclusion ....................................................... 27
3 Image Annotation Background 29
3.1 Online Survey About Image Annotation............................. 29
3.1.1 Participants .............................................. 30
3.1.2 Conclusion................................................. 32
3.2 Annotations for Social Media...................................... 33
3.3 Annotations for Personal Image Collections........................ 34
3.3.1 The ImBastr Tagging Application ........................... 34
3.3.2 Image Annotation Task L· Participants...................... 36
ix
Contents
3.3.3 Resulting Annotated Collections.............................. 36
3.4 Conclusion ......................................................... 38
4 Automatic Image Annotation 41
4.1 Location-based Image Annotation for Creating Scenic Routes .... 42
4.1.1 The Autobahn Pipeline........................................ 44
4.1.2 Results ; Evaluation ....................................... 47
4.1.3 Conclusion................................................... 49
4.2 Visibility of Global Landmarks for Routing Instructions............. 49
4.2.1 Pharos...................................................... 55
4.2.2 User Study................................................... 59
4.2.3 Discussion Limitations..................................... 66
4.3 Learn and Recommend User-Centered Tags................. 68
4.3.1 Determine Low-Level Tags .................................. 69
4.3.2 Compute Image Features ...................................... 71
4.3.3 Evaluation .................................................. 72
4.3.4 Mobile Application........................................... 73
4.4 Conclusion ......................................................... 74
5 Manual Image Annotation 77
5.1 Analyzing Self-Tracking Images...................................... 78
5.1.1 Object Interaction Dataset.................................. 80
5.1.2 Analysis..................................................... 82
5.1.3 Results Causes............................................. 88
5.1.4 Conclusion................................................. 90
5.2 Tagging Emotions in Images.......................................... 91
5.2.1 UIs for Emotional Image Annotation........................... 93
5.2.2 User Study................................................... 96
5.2.3 Conclusion.................................................. 100
5.3 Gamification for Tagging Images................................... 101
5.3.1 Single vs. Multiplayer...................................... 102
5.3.2 Discussion................................................. 110
5.4 Conclusion ...................................................... Ill
6 Discussion and Conclusion 113
6.1 Contributions...................................................... 113
6.2 Future Work ....................................................... 115
Bibliography 117
A Division of Work 139
x
|
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| physical | x, 140 Seiten Illustrationen, Diagramme |
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| spelling | Wenig, Nina Verfasser (DE-588)1131564928 aut User-centered image annotation and its applications by Dipl-Inf. Nina Wenig (Runge) Bremen 2016 x, 140 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Zusammenfassung in deutsch und englisch Dissertation University of Bremen 2016 Fotografie (DE-588)4045895-7 gnd rswk-swf Annotation (DE-588)4560829-5 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Fotografie (DE-588)4045895-7 s Annotation (DE-588)4560829-5 s DE-604 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029757723&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Wenig, Nina User-centered image annotation and its applications Fotografie (DE-588)4045895-7 gnd Annotation (DE-588)4560829-5 gnd |
| subject_GND | (DE-588)4045895-7 (DE-588)4560829-5 (DE-588)4113937-9 |
| title | User-centered image annotation and its applications |
| title_auth | User-centered image annotation and its applications |
| title_exact_search | User-centered image annotation and its applications |
| title_full | User-centered image annotation and its applications by Dipl-Inf. Nina Wenig (Runge) |
| title_fullStr | User-centered image annotation and its applications by Dipl-Inf. Nina Wenig (Runge) |
| title_full_unstemmed | User-centered image annotation and its applications by Dipl-Inf. Nina Wenig (Runge) |
| title_short | User-centered image annotation and its applications |
| title_sort | user centered image annotation and its applications |
| topic | Fotografie (DE-588)4045895-7 gnd Annotation (DE-588)4560829-5 gnd |
| topic_facet | Fotografie Annotation Hochschulschrift |
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