Fast-vqa: Efficient end-to-end video quality assessment with fragment sampling

H Wu, C Chen, J Hou, L Liao, A Wang, W Sun… - European conference on …, 2022 - Springer
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 …

Discovqa: Temporal distortion-content transformers for video quality assessment

H Wu, C Chen, L Liao, J Hou, W Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Compared with spatial counterparts, temporal relationships between frames and their
influences on video quality assessment (VQA) are still relatively under-studied in existing …

Ai-empowered persuasive video generation: A survey

C Liu, H Yu - ACM Computing Surveys, 2023 - dl.acm.org
Promotional videos are rapidly becoming a popular medium for persuading people to
change their behaviours in many settings (eg, online shop**, social enterprise initiatives) …

Ada-dqa: Adaptive diverse quality-aware feature acquisition for video quality assessment

H Liu, M Wu, K Yuan, M Sun, Y Tang, C Zheng… - Proceedings of the 31st …, 2023 - dl.acm.org
Video quality assessment (VQA) has attracted growing attention in recent years. While the
great expense of annotating large-scale VQA datasets has become the main obstacle for …

No-reference video quality assessment using distortion learning and temporal attention

K Kossi, S Coulombe, C Desrosiers, G Gagnon - IEEE Access, 2022 - ieeexplore.ieee.org
The rapid growth of video consumption and multimedia applications has increased the
interest of the academia and industry in building tools that can evaluate perceptual video …

Delving Deep into Engagement Prediction of Short Videos

D Li, W Li, B Lu, H Li, S Ma, G Krishnan… - European Conference on …, 2024 - Springer
Understanding and modeling the popularity of User Generated Content (UGC) short videos
on social media platforms presents a critical challenge with broad implications for content …

Rate-distortion optimization with alternative references for UGC video compression

X **ong, E Pavez, A Ortega… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
User generated content (UGC) refers to videos that are uploaded by users and shared over
the Internet. UGC may have low quality due to noise and previous compression. When re …

No-reference video quality assessment using transformers and attention recurrent networks

K Kossi, S Coulombe, C Desrosiers - IEEE Access, 2024 - ieeexplore.ieee.org
In recent years, numerous studies have investigated the development of methods for video
quality assessment (VQA). These studies have predominantly focused on specific types of …

Using Spatial‐Temporal Attention for Video Quality Evaluation

B Chi, R Su, X Chen - International Journal of Intelligent …, 2024 - Wiley Online Library
With the rapid development of media, the role of video quality assessment (VQA) is
becoming increasingly significant. VQA has applications in many domains. For example, in …

AI based Frame Interpolation Using OneVPL

R Madhumathi, NC Kumar… - 2024 15th …, 2024 - ieeexplore.ieee.org
The increasing popularity of multimedia content, particularly videos, has highlighted the
significance of compression methods like HEVC and H. 264, which effectively reduce file …