Current deep video quality assessment (VQA) methods are usually with high computational costs when evaluating high-resolution videos. This cost hinders them from learning better …
W Sun, X Min, W Lu, G Zhai - Proceedings of the 30th ACM International …, 2022 - dl.acm.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 …
The rapid increase in user-generated-content (UGC) videos calls for the development of effective video quality assessment (VQA) algorithms. However, the objective of the UGC …
Recent years have witnessed an explosion of user-generated content (UGC) videos shared and streamed over the Internet, thanks to the evolution of affordable and reliable consumer …
D Li, T Jiang, M Jiang - Proceedings of the 27th ACM international …, 2019 - dl.acm.org
Quality assessment of in-the-wild videos is a challenging problem because of the absence of reference videos and shooting distortions. Knowledge of the human visual system can …
Z Ying, M Mandal, D Ghadiyaram… - Proceedings of the …, 2021 - openaccess.thecvf.com
No-reference (NR) perceptual video quality assessment (VQA) is a complex, unsolved, and important problem for social and streaming media applications. Efficient and accurate video …
Blind or no-reference video quality assessment of user-generated content (UGC) has become a trending, challenging, heretofore unsolved problem. Accurate and efficient video …
J Korhonen - IEEE Transactions on Image Processing, 2019 - ieeexplore.ieee.org
Smartphones and other consumer devices capable of capturing video content and sharing it on social media in nearly real time are widely available at a reasonable cost. Thus, there is a …
Z Zhang, W Wu, W Sun, D Tu, W Lu… - Proceedings of the …, 2023 - openaccess.thecvf.com
User-generated content (UGC) live videos are often bothered by various distortions during capture procedures and thus exhibit diverse visual qualities. Such source videos are further …