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Titel:

Design of No-Reference Video Quality Metrics with Multiway Partial Least Squares Regression

Dokumenttyp:
Konferenzbeitrag
Art des Konferenzbeitrags:
Textbeitrag / Aufsatz
Autor(en):
Keimel, Christian; Habigt, Julian; Klimpke, Manuel; Diepold, Klaus
Abstract:
No-reference video quality metrics are becoming ever more popular, as they are more useful in real-life applications compared to full-reference metrics. One way to design such metrics is by applying data analysis methods on both objectively measurable features and data from subjective testing. Partial least squares regression (PLSR) is one such method. But in order to apply such methods, we have to temporally pool over all frames of a video, loosing valuable information about the quality variati...     »
Kongress- / Buchtitel:
Third International Workshop on Quality of Multimedia Experience (QoMEX 2011)
Jahr:
2011
Monat:
Sep
Seiten:
49-54
Reviewed:
ja
Sprache:
en
Erscheinungsform:
Print
Volltext / DOI:
doi:10.1109/QoMEX.2011.6065711
Semester:
SS 11
Format:
Text
 BibTeX