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Author

Yu-Hao Zhu

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Preprint Sep 2026

Multidimensional Observer Model and Perceptual Dimensions of Human Image Quality Assessment

Judging image quality is not only ecologically relevant to everyday human tasks, but also underpins many machine vision tasks such as image generation. This paper proposes a framework to understand the inherent perceptual space underlying image quality judgment in humans. We propose a multi-dimensional observer model t...

Sheng Zhao, Wei-Kai Lin, Yu-Hao Zhu · 0 citations
#machine learning Preprint Sep 2026

GazeFlow: From Human Gaze Behavior to Generative Egocentric Gaze Prediction

Egocentric gaze prediction enables many downstream applications but remains challenging, as human gaze is inherently stochastic. This stochasticity is constrained by structured temporal dynamics alternating between fixations and saccades, top-down influences from tasks, and bottom-up visual saliency. Based on this obse...

Sheng Zhao, Wei-Kai Lin, Yu-Hao Zhu · 0 citations

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