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A Deep Learning based No-reference Quality Assessment Model for UGC Videos. (arXiv:2204.14047v1 [cs.CV])
May 2, 2022, 1:10 a.m. | Wei Sun, Xiongkuo Min, Wei Lu, Guangtao Zhai
cs.CV updates on arXiv.org arxiv.org
Quality assessment for User Generated Content (UGC) videos plays an important
role in ensuring the viewing experience of end-users. Previous UGC video
quality assessment (VQA) studies either use the image recognition model or the
image quality assessment (IQA) models to extract frame-level features of UGC
videos for quality regression, which are regarded as the sub-optimal solutions
because of the domain shifts between these tasks and the UGC VQA task. In this
paper, we propose a very simple but effective UGC …
More from arxiv.org / cs.CV updates on arXiv.org
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