Perceptual image quality assessment: a survey

G Zhai, X Min - Science China Information Sciences, 2020 - Springer
Perceptual quality assessment plays a vital role in the visual communication systems owing
to the existence of quality degradations introduced in various stages of visual signal …

Learning in audio-visual context: A review, analysis, and new perspective

Y Wei, D Hu, Y Tian, X Li - arXiv preprint arXiv:2208.09579, 2022 - arxiv.org
Sight and hearing are two senses that play a vital role in human communication and scene
understanding. To mimic human perception ability, audio-visual learning, aimed at …

Topiq: A top-down approach from semantics to distortions for image quality assessment

C Chen, J Mo, J Hou, H Wu, L Liao… - … on Image Processing, 2024 - ieeexplore.ieee.org
Image Quality Assessment (IQA) is a fundamental task in computer vision that has witnessed
remarkable progress with deep neural networks. Inspired by the characteristics of the human …

Blind image quality estimation via distortion aggravation

X Min, G Zhai, K Gu, Y Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Traditional blind image quality assessment (IQA) measures generally predict quality from a
sole distorted image directly. In this paper, we first introduce multiple pseudo reference …

Spherical convolution empowered viewport prediction in 360 video multicast with limited FoV feedback

J Li, L Han, C Zhang, Q Li, Z Liu - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Field of view (FoV) prediction is critical in 360-degree video multicast, which is a key
component of the emerging virtual reality and augmented reality applications. Most of the …

Blind quality assessment based on pseudo-reference image

X Min, K Gu, G Zhai, J Liu, X Yang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Traditional full-reference image quality assessment (IQA) metrics generally predict the
quality of the distorted image by measuring its deviation from a perfect quality image called …

Attention-guided neural networks for full-reference and no-reference audio-visual quality assessment

Y Cao, X Min, W Sun, G Zhai - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
With the popularity of mobile Internet, audio and video (A/V) have become the main way for
people to entertain and socialize daily. However, in order to reduce the cost of media …

A multimodal saliency model for videos with high audio-visual correspondence

X Min, G Zhai, J Zhou, XP Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Audio information has been bypassed by most of current visual attention prediction studies.
However, sound could have influence on visual attention and such influence has been …

Quality evaluation of image dehazing methods using synthetic hazy images

X Min, G Zhai, K Gu, Y Zhu, J Zhou… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
To enhance the visibility and usability of images captured in hazy conditions, many image
dehazing algorithms (DHAs) have been proposed. With so many image DHAs, there is a …

Objective quality evaluation of dehazed images

X Min, G Zhai, K Gu, X Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Vision-based intelligent systems like automatic driving or driving assistance can be
improved by enhancing the visibility of the scenes captured in bad weather conditions. In …