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cs.MM2026
When Visual Quality Misleads: Intent Recognition under Rendered Avatar Distortions
Ning-Hsuan Chang, Kai-Siang Ma, Yu-Chih Chen
Avatar-streaming systems are commonly evaluated with image and video quality assessment (IQA/VQA) metrics, implicitly treating visual fidelity as a proxy for communicative success.…
eess.IV2026
Learning Perceptual Representations for Gaming NR-VQA with Multi-Task FR Signals
Yu-Chih Chen, Michael Wang, Chieh-Dun Wen +4
No-reference video quality assessment (NR-VQA) for gaming videos is challenging due to limited human-rated datasets and unique content characteristics including fast motion, styliz…