Learned Scanpaths Aid Blind Panoramic Video Quality Assessment

K Fan, W Wen, M Li, Y Peng… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Panoramic videos have the advantage of providing an immersive and interactive viewing
experience. Nevertheless their spherical nature gives rise to various and uncertain user …

Eye Scanpath Prediction-based Blind Quality Assessment of Omnidirectional Images

H Hu, F Shao, H Chen - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
Omnidirectional image (OI) represents a crucial form of virtual reality (VR) technology
content and capable of capturing 360° information. While OIs provide a novel way for …

Scantd: 360° scanpath prediction based on time-series diffusion

Y Wang, FL Zhang, NA Dodgson - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Scanpath generation in 360° images aims to model the realistic trajectories of gaze points
that viewers follow when exploring panoramic environments. Existing methods for scanpath …

Spatio-temporal feature integration for quality assessment of stitched omnidirectional images

H Hu, F Shao, H Wang, B Mu, H Chen… - … on Emerging Topics …, 2024 - ieeexplore.ieee.org
Stitched omnidirectional images are created by capturing overlap** images and
seamlessly merging them together. When observing stitched omnidirectional images, users …

A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision

H Ai, Z Cao, L Wang - arxiv preprint arxiv:2502.10444, 2025 - arxiv.org
Omnidirectional image (ODI) data is captured with a field-of-view of 360x180, which is much
wider than the pinhole cameras and captures richer surrounding environment details than …

A Survey on Objective Quality Assessment of Omnidirectional Images

X Sui, S Wang, Y Fang - 2024 Asia Pacific Signal and …, 2024 - ieeexplore.ieee.org
Omnidirectional (360°) image quality assessment (OIQA) has become crucial with the rising
popularity of virtual reality (VR). Despite significant efforts to develop objective OIQA …