Modeling the Perceptual Quality of Immersive Images Rendered on Head Mounted Displays : Resolution and Compression

We develop a model that expresses the joint impact of spatial resolution s and JPEG compression quality factor qf on immersive image quality. The model is expressed as the product of optimized exponential functions of these factors. The model is tested on a subjective database of immersive image con...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 13. Aug.
1. Verfasser: Huang, Mingkai (VerfasserIn)
Weitere Verfasser: Shen, Qiu, Ma, Zhan, Bovik, Alan C, Gupta, Praful, Zhou, Rongbing, Cao, Xun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article
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520 |a We develop a model that expresses the joint impact of spatial resolution s and JPEG compression quality factor qf on immersive image quality. The model is expressed as the product of optimized exponential functions of these factors. The model is tested on a subjective database of immersive image contents rendered on a head mounted display (HMD). High Pearson correlation and Spearman correlation (> 0.95) and small relative root mean squared error (< 5.6%) are achieved between the model predictions and the subjective quality judgements. The immersive ground-truth images along with the rest of the database are made available for future research and comparisons 
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700 1 |a Ma, Zhan  |e verfasserin  |4 aut 
700 1 |a Bovik, Alan C  |e verfasserin  |4 aut 
700 1 |a Gupta, Praful  |e verfasserin  |4 aut 
700 1 |a Zhou, Rongbing  |e verfasserin  |4 aut 
700 1 |a Cao, Xun  |e verfasserin  |4 aut 
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