An uncertainty-based sampling method selects a small subset of image pairs for human evaluation and uses a deep model for the rest, preserving accuracy with fewer comparisons.
Methods for the subjective assessment of video quality, audio quality and audiovisual quality of internet video and distribution quality television in any environment,
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Uncertainty-driven Sampling for Efficient Pairwise Comparison Subjective Assessment
An uncertainty-based sampling method selects a small subset of image pairs for human evaluation and uses a deep model for the rest, preserving accuracy with fewer comparisons.