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| 001 | 978-981-10-0269-4 | ||
| 003 | DE-He213 | ||
| 005 | 20220801221843.0 | ||
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| 008 | 151229s2016 si | s |||| 0|eng d | ||
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_a9789811002694 _9978-981-10-0269-4 |
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_a10.1007/978-981-10-0269-4 _2doi |
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_a621.382 _223 |
| 100 | 1 |
_aKeimel, Christian. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _958359 |
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| 245 | 1 | 0 |
_aDesign of Video Quality Metrics with Multi-Way Data Analysis _h[electronic resource] : _bA data driven approach / _cby Christian Keimel. |
| 250 | _a1st ed. 2016. | ||
| 264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2016. |
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| 300 |
_aXV, 240 p. 52 illus., 2 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aT-Labs Series in Telecommunication Services, _x2192-2829 |
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| 505 | 0 | _aIntroduction -- 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. | |
| 520 | _aThis 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. . | ||
| 650 | 0 |
_aSignal processing. _94052 |
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| 650 | 0 |
_aUser interfaces (Computer systems). _911681 |
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| 650 | 0 |
_aHuman-computer interaction. _96196 |
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| 650 | 0 |
_aTelecommunication. _910437 |
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| 650 | 1 | 4 |
_aSignal, Speech and Image Processing . _931566 |
| 650 | 2 | 4 |
_aUser Interfaces and Human Computer Interaction. _931632 |
| 650 | 2 | 4 |
_aCommunications Engineering, Networks. _931570 |
| 710 | 2 |
_aSpringerLink (Online service) _958360 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9789811002687 |
| 776 | 0 | 8 |
_iPrinted edition: _z9789811002700 |
| 776 | 0 | 8 |
_iPrinted edition: _z9789811091193 |
| 830 | 0 |
_aT-Labs Series in Telecommunication Services, _x2192-2829 _958361 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-10-0269-4 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
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_c80126 _d80126 |
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