Pvblif: A pseudo video-based blind quality assessment metric for light field image

Z Zhang, S Tian, W Zou, L Morin… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
Going beyond traditional 2D imaging is not only an emerging trend of imaging technology,
but also the key to a more immersive user experience. Light Field Image (LFI) is a typical …

Blind perceptual quality assessment of LFI based on angular-spatial effect modeling

Z Zhang, S Tian, Y Zhang, W Zou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
By recording scenes from multiple viewpoints, Light Field Image (LFI) encompasses both
angular and spatial information, thereby offering users a more immersive experience. Since …

Feature-level contrastive learning for full-reference light field image quality assessment

L Lin, M Qu, S Bai, L Wang, X Wei, W Zhou - Journal of the Franklin Institute, 2024 - Elsevier
Light field (LF), as a new visual information representation for immersive experiences in
virtual reality and augmented reality, has attracted extensive attention. It is of significance to …

Splitting the backbone: A novel hierarchical method for assessing light field image quality

W Guo, H Wang, X Ke - Optics and Lasers in Engineering, 2024 - Elsevier
The rising popularity of light field imaging underscores the pivotal role of image quality in
user experience. However, evaluating the quality of light field images presents significant …

[HTML][HTML] Quality Assessment of Light Field Images Based on Adaptive Attention in ViT

Y Du, W Lang, X Hu, L Yu, H Zhang, L Zhang, Y Wu - Electronics, 2024 - mdpi.com
Light field images can record multiple information about the light rays in a scene and provide
multiple views from a single image, offering a new data source for 3D reconstruction …

A Lightweight Light Field Image Quality Assessment Method Based on Cross Characteristics in Angular and Spatial Domain

C Meng, P An, Q Zhang, F Yuan, X Huang - Available at SSRN 4907229 - papers.ssrn.com
The high-dimensional characteristics inherent in the light field confer significant advantages
for tasks related to three-dimensional scene-aware understanding. However, any …