State-of-the-art in 360 video/image processing: Perception, assessment and compression

M Xu, C Li, S Zhang, P Le Callet - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
Nowadays, 360° video/image has been increasingly popular and drawn great attention. The
spherical viewing range of 360° video/image accounts for huge data, which pose the …

A brief survey on no-reference image quality assessment methods for magnetic resonance images

I Stępień, M Oszust - Journal of Imaging, 2022 - mdpi.com
No-reference image quality assessment (NR-IQA) methods automatically and objectively
predict the perceptual quality of images without access to a reference image. Therefore, due …

GraphIQA: Learning distortion graph representations for blind image quality assessment

S Sun, T Yu, J Xu, W Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A good distortion representation is crucial for the success of deep blind image quality
assessment (BIQA). However, most previous methods do not effectively model the …

No-reference quality assessment for 360-degree images by analysis of multifrequency information and local-global naturalness

W Zhou, J Xu, Q Jiang, Z Chen - IEEE Transactions on Circuits …, 2021 - ieeexplore.ieee.org
360-degree/omnidirectional images (OIs) have received remarkable attention due to the
increasing applications of virtual reality (VR). Compared to conventional 2D images, OIs can …

Blind omnidirectional image quality assessment with viewport oriented graph convolutional networks

J Xu, W Zhou, Z Chen - … on Circuits and Systems for Video …, 2020 - ieeexplore.ieee.org
Quality assessment of omnidirectional images has become increasingly urgent due to the
rapid growth of virtual reality applications. Different from traditional 2D images and videos …

Perceptual quality assessment of omnidirectional images

Y Fang, L Huang, J Yan, X Liu, Y Liu - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Omnidirectional images, also called 360◦ images, have attracted extensive attention in
recent years, due to the rapid development of virtual reality (VR) technologies. During …

Stereoscopic omnidirectional image quality assessment based on predictive coding theory

Z Chen, J Xu, C Lin, W Zhou - IEEE Journal of Selected Topics …, 2020 - ieeexplore.ieee.org
Objective quality assessment of stereoscopic omnidirectional images is a challenging
problem since it is influenced by multiple aspects such as projection deformation, field of …

A brief survey on adaptive video streaming quality assessment

W Zhou, X Min, H Li, Q Jiang - Journal of Visual Communication and Image …, 2022 - Elsevier
Quality of experience (QoE) assessment for adaptive video streaming plays a significant role
in advanced network management systems. It is especially challenging in case of dynamic …

Projection invariant feature and visual saliency-based stereoscopic omnidirectional image quality assessment

X Zhou, Y Zhang, N Li, X Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this article, we propose a quality assessment model-based on the projection invariant
feature and the visual saliency for Stereoscopic Omnidirectional Images (SOIs). Firstly, the …

Perceptual depth quality assessment of stereoscopic omnidirectional images

W Zhou, Z Wang - IEEE Transactions on Circuits and Systems …, 2024 - ieeexplore.ieee.org
Depth perception plays an essential role in the viewer experience for immersive virtual
reality (VR) visual environments. However, previous research investigations in the depth …