000			02889nam a22005295i 4500
001			978-981-10-0269-4
003			DE-He213
005			20200421111852.0
007			cr nn 008mamaa
008			151229s2016 si | s |||| 0|eng d
020			_a9789811002694 _9978-981-10-0269-4
024	7		_a10.1007/978-981-10-0269-4 _2doi
050		4	_aTK5102.9
050		4	_aTA1637-1638
050		4	_aTK7882.S65
072		7	_aTTBM _2bicssc
072		7	_aUYS _2bicssc
072		7	_aTEC008000 _2bisacsh
072		7	_aCOM073000 _2bisacsh
082	0	4	_a621.382 _223
100	1		_aKeimel, Christian. _eauthor.
245	1	0	_aDesign of Video Quality Metrics with Multi-Way Data Analysis _h[electronic resource] : _bA data driven approach / _cby Christian Keimel.
264		1	_aSingapore : _bSpringer Singapore : _bImprint: Springer, _c2016.
300			_aXV, 240 p. 52 illus., 2 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aT-Labs Series in Telecommunication Services, _x2192-2810
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	_aEngineering.
650		0	_aUser interfaces (Computer systems).
650		0	_aElectrical engineering.
650	1	4	_aEngineering.
650	2	4	_aSignal, Image and Speech Processing.
650	2	4	_aUser Interfaces and Human Computer Interaction.
650	2	4	_aCommunications Engineering, Networks.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9789811002687
830		0	_aT-Labs Series in Telecommunication Services, _x2192-2810
856	4	0	_uhttp://dx.doi.org/10.1007/978-981-10-0269-4
912			_aZDB-2-ENG
942			_cEBK
999			_c56190 _d56190