Design of video quality metrics with multi-way data analysis: a data driven approach
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
Springer
[2016]
|
| Series: | T-labs series in telecommunication services
|
| Subjects: | |
| Online Access: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online Ressource (xv, 240 Seiten) |
| ISBN: | 9789811002694 |
| DOI: | 10.1007/978-981-10-0269-4 |
Staff View
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Record in the Search Index
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| adam_text | DESIGN OF VIDEO QUALITY METRICS WITH MULTI-WAY DATA ANALYSIS
/ KEIMEL, CHRISTIAN
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
VIDEO QUALITY
VIDEO QUALITY METRICS
DATA ANALYSIS APPROACH
TWO-WAY DATA ANALYSIS
MULTI-WAY DATA ANALYSIS
MODEL BUILDING CONSIDERATIONS
DESIGNING VIDEO QUALITY METRICS
PERFORMANCE COMPARISON
CONCLUSION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DESIGN OF VIDEO QUALITY METRICS WITH MULTI-WAY DATA ANALYSIS
/ KEIMEL, CHRISTIAN
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK PROPOSES A DATA-DRIVEN METHODOLOGY USING MULTI-WAY DATA
ANALYSIS FOR THE DESIGN OF VIDEO-QUALITY METRICS. IT ALSO ENABLES VIDEO-
QUALITY METRICS TO BE CREATED USING ARBITRARY FEATURES. THIS DATA-
DRIVEN DESIGN APPROACH NOT ONLY REQUIRES NO DETAILED KNOWLEDGE OF THE
HUMAN VISUAL SYSTEM, BUT ALSO ALLOWS A PROPER CONSIDERATION OF THE
TEMPORAL NATURE OF VIDEO USING A THREE-WAY PREDICTION MODEL,
CORRESPONDING TO THE THREE-WAY STRUCTURE OF VIDEO. USING TWO SIMPLE
EXAMPLE METRICS, THE AUTHOR DEMONSTRATES NOT ONLY THAT THIS PURELY DATA-
DRIVEN APPROACH OUTPERFORMS STATE-OF-THE-ART VIDEO-QUALITY METRICS,
WHICH ARE OFTEN OPTIMIZED FOR SPECIFIC PROPERTIES OF THE HUMAN VISUAL
SYSTEM, BUT ALSO THAT MULTI-WAY DATA ANALYSIS METHODS OUTPERFORM THE
COMBINATION OF TWO-WAY DATA ANALYSIS METHODS AND TEMPORAL POOLING.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Keimel, Christian |
| author_GND | (DE-588)1061109577 |
| author_facet | Keimel, Christian |
| author_role | aut |
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| author_variant | c k ck |
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| dewey-full | 621.382 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 621 - Applied physics |
| dewey-raw | 621.382 |
| dewey-search | 621.382 |
| dewey-sort | 3621.382 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-981-10-0269-4 |
| format | Electronic eBook |
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| spellingShingle | Keimel, Christian Design of video quality metrics with multi-way data analysis a data driven approach Engineering User interfaces (Computer systems) Electrical engineering Signal, Image and Speech Processing User Interfaces and Human Computer Interaction Communications Engineering, Networks Ingenieurwissenschaften |
| subject_GND | (DE-588)4113937-9 |
| title | Design of video quality metrics with multi-way data analysis a data driven approach |
| title_auth | Design of video quality metrics with multi-way data analysis a data driven approach |
| title_exact_search | Design of video quality metrics with multi-way data analysis a data driven approach |
| title_full | Design of video quality metrics with multi-way data analysis a data driven approach Christian Keimel |
| title_fullStr | Design of video quality metrics with multi-way data analysis a data driven approach Christian Keimel |
| title_full_unstemmed | Design of video quality metrics with multi-way data analysis a data driven approach Christian Keimel |
| title_short | Design of video quality metrics with multi-way data analysis |
| title_sort | design of video quality metrics with multi way data analysis a data driven approach |
| title_sub | a data driven approach |
| topic | Engineering User interfaces (Computer systems) Electrical engineering Signal, Image and Speech Processing User Interfaces and Human Computer Interaction Communications Engineering, Networks Ingenieurwissenschaften |
| topic_facet | Engineering User interfaces (Computer systems) Electrical engineering Signal, Image and Speech Processing User Interfaces and Human Computer Interaction Communications Engineering, Networks Ingenieurwissenschaften Hochschulschrift |
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