Modeling the Perceptual Quality of Immersive Images Rendered on Head Mounted Displays: Resolution and Compression.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 30106732.
- Also identified by DOI 10.1109/TIP.2018.2865089.
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Abstract
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.