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 …

Screen content quality assessment: Overview, benchmark, and beyond

X Min, K Gu, G Zhai, X Yang, W Zhang… - ACM Computing …, 2021 - dl.acm.org
Screen content, which is often computer-generated, has many characteristics distinctly
different from conventional camera-captured natural scene content. Such characteristic …

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 …

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 …

Convolutional neural networks for no-reference image quality assessment

L Kang, P Ye, Y Li, D Doermann - Proceedings of the IEEE …, 2014 - openaccess.thecvf.com
In this work we describe a Convolutional Neural Network (CNN) to accurately predict image
quality without a reference image. Taking image patches as input, the CNN works in the …

Study of subjective and objective quality assessment of audio-visual signals

X Min, G Zhai, J Zhou, MCQ Farias… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The topics of visual and audio quality assessment (QA) have been widely researched for
decades, yet nearly all of this prior work has focused only on single-mode visual or audio …

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 …

Enhanced YOLO v3 tiny network for real-time ship detection from visual image

H Li, L Deng, C Yang, J Liu, Z Gu - Ieee Access, 2021 - ieeexplore.ieee.org
Different from ship detection from synthetic aperture radar (SDSAR) and ship detection from
spaceborne optical images (SDSOI), ship detection from visual image (SDVI) has better …