QoE in video transmission: A user experience-driven strategy

T Zhao, Q Liu, CW Chen - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
The increasing popularity of video (ie, audio-visual) applications or services over both wired
and wireless links has prompted recent growing interests in the investigations of quality of …

Multi-frame quality enhancement for compressed video

R Yang, M Xu, Z Wang, T Li - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
The past few years have witnessed great success in applying deep learning to enhance the
quality of compressed image/video. The existing approaches mainly focus on enhancing the …

Quantifying visual image quality: A bayesian view

Z Duanmu, W Liu, Z Wang… - Annual Review of Vision …, 2021 - annualreviews.org
Image quality assessment (IQA) models aim to establish a quantitative relationship between
visual images and their quality as perceived by human observers. IQA modeling plays a …

Rich features for perceptual quality assessment of UGC videos

Y Wang, J Ke, H Talebi, JG Yim… - Proceedings of the …, 2021 - openaccess.thecvf.com
Video quality assessment for User Generated Content (UGC) is an important topic in both
industry and academia. Most existing methods only focus on one aspect of the perceptual …

[PDF][PDF] End-to-End Blind Quality Assessment of Compressed Videos Using Deep Neural Networks.

W Liu, Z Duanmu, Z Wang - ACM Multimedia, 2018 - ece.uwaterloo.ca
Blind video quality assessment (BVQA) algorithms are traditionally designed with a two-
stage approach-a feature extraction stage that computes typically hand-crafted spatial …

Non-local convlstm for video compression artifact reduction

Y Xu, L Gao, K Tian, S Zhou… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Video compression artifact reduction aims to recover high-quality videos from low-quality
compressed videos. Most existing approaches use a single neighboring frame or a pair of …

Visual distortions in 360° videos

RGA Azevedo, N Birkbeck, F De Simone… - … on Circuits and …, 2019 - ieeexplore.ieee.org
Omnidirectional (or 360°) images and videos are emergent signals being used in many
areas, such as robotics and virtual/augmented reality. In particular, for virtual reality …

Analysis of video quality datasets via design of minimalistic video quality models

W Sun, W Wen, X Min, L Lan, G Zhai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Blind video quality assessment (BVQA) plays an indispensable role in monitoring and
improving the end-users' viewing experience in various real-world video-enabled media …

Video compression artifact reduction by fusing motion compensation and global context in a swin-CNN based parallel architecture

X Zhang, S Yang, W Luo, L Gao, W Zhang - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Abstract Video Compression Artifact Reduction aims to reduce the artifacts caused by video
compression algorithms and improve the quality of compressed video frames. The critical …

Deformable convolution dense network for compressed video quality enhancement

J Liu, M Zhou, M Xiao - ICASSP 2022-2022 IEEE International …, 2022 - ieeexplore.ieee.org
Different from the traditional video quality enhancement, the goal of compressed video
quality enhancement is to reduce the artifacts brought by the video compression. The …