Perceptual video quality assessment: A survey

X Min, H Duan, W Sun, Y Zhu, G Zhai - Science China Information …, 2024 - Springer
Perceptual video quality assessment plays a vital role in the field of video processing due to
the existence of quality degradations introduced in various stages of video signal …

Video compression dataset and benchmark of learning-based video-quality metrics

A Antsiferova, S Lavrushkin… - Advances in …, 2022 - proceedings.neurips.cc
Video-quality measurement is a critical task in video processing. Nowadays, many
implementations of new encoding standards-such as AV1, VVC, and LCEVC-use deep …

Predicting the quality of compressed videos with pre-existing distortions

X Yu, N Birkbeck, Y Wang, CG Bampis… - … on Image Processing, 2021 - ieeexplore.ieee.org
Because of the increasing ease of video capture, many millions of consumers create and
upload large volumes of User-Generated-Content (UGC) videos to social and streaming …

Subjective and objective quality assessment of colonoscopy videos

G Yue, L Zhang, J Du, T Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Captured colonoscopy videos usually suffer from multiple real-world distortions, such as
motion blur, low brightness, abnormal exposure, and object occlusion, which impede visual …

Perceptual quality analysis in deep domains using structure separation and high-order moments

W Xian, M Zhou, B Fang, T Xiang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Images are composed of “things”(ie, structured objects) and “stuff”(ie, textured surfaces),
which have completely different effects on the human visual system (HVS). A good image …

End-to-end blind video quality assessment based on visual and memory attention modeling

X Guan, F Li, Y Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Developing an objective quality assessment model for user-generated content (UGC) videos
is significant for multimedia applications, and also a challenge due to the diversity of video …

Benchmarking AIGC Video Quality Assessment: A Dataset and Unified Model

Z Zhang, X Li, W Sun, J Jia, X Min, Z Zhang, C Li… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, artificial intelligence (AI) driven video generation has garnered significant
attention due to advancements in stable diffusion and large language model techniques …

Speeding up subjective video quality assessment via hybrid active learning

X Liu, W Song, Q He, M Di Mauro… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Subjective video quality assessment (VQA) is the most reliable way to get accurate quality
scores, providing first-hand data on the research of quality of experience (QoE). However …

Xgc-vqa: A unified video quality assessment model for user, professionally, and occupationally-generated content

X Huang, C Li, A Bentaleb… - … on Multimedia and …, 2023 - ieeexplore.ieee.org
With the rapid growth of Internet video data amounts and types, a unified Video Quality
Assessment (VQA) is needed to inspire video communication with perceptual quality. To …

Subjective functionality and comfort prediction for apartment floor plans and its application to intuitive online property search

T Narahara, T Yamasaki - IEEE Transactions on Multimedia, 2022 - ieeexplore.ieee.org
This paper presents a new user experience for online apartment search using functionality
and comfort as query items. Specifically, it has three technical contributions. First, we present …