Title :
Subjective quality of videos displayed with local backlight dimming at different peak white and ambient light levels
Author :
Mantel, Claire ; Korhonen, Jari ; Forchhammer, Soren ; Pedersen, Jesper ; Bech, Soren
Author_Institution :
Dept. of Photonics Eng., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
In this paper the influence of ambient light and peak white (maximum brightness) of a display on the subjective quality of videos shown with local backlight dimming is examined. A subjective experiment investigating those factors is set-up using high contrast test sequences. The results are firstly analyzed with an ANalysis Of VAriance, which shows significant effect of the Sequence and Algorithms interactions and the Peak White and Ambient Light interactions. This latter allows us to define test cases for which the peak white and ambient light are adapted to one another. An objective model of the subjective grades is then computed using Partial Least Squares regression that achieves 0.68 correlation.
Keywords :
least squares approximations; statistical analysis; video signal processing; ambient light level; analysis of variance; high contrast test sequence; local backlight dimming; partial least squares regression; peak white level; subjective video quality; Algorithm design and analysis; Computational modeling; Light emitting diodes; Lighting; Observers; Quality assessment; Videos;
Conference_Titel :
Quality of Multimedia Experience (QoMEX), 2015 Seventh International Workshop on
Conference_Location :
Pylos-Nestoras
DOI :
10.1109/QoMEX.2015.7148111