Modeling Subject Scoring Behaviors in Subjective Experiments Based on a Discrete Quality Scale
Lohic Fotio Tiotsop,
Antonio Servetti,
Marcus Barkowsky
et al.
Abstract:Several approaches have been proposed to estimate quality in subjective experiments while highlighting peculiar subject behaviors. However, there is some room for improvement in existing approaches, both in terms of robustness to noise and the ability to accurately indicate several peculiar subject behaviors in subjective experiments. This work advances the state-of-the-art in three main directions: i) A new approach to estimate the subjective quality from noisy ratings is proposed and is shown to be more robu… Show more
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