MAFBLiF: Multi-scale attention feature fusion-based blind light field image quality assessment

R Zhou, G Jiang, Y Cui, Y Chen, H Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Light field imaging captures both the intensity and directional information of light rays,
providing users with more immersive visual experience. However, during the processes of …

Learning-based light field imaging: an overview

S Mahmoudpour, C Pagliari, P Schelkens - EURASIP Journal on Image …, 2024 - Springer
Conventional photography can only provide a two-dimensional image of the scene, whereas
emerging imaging modalities such as light field enable the representation of higher …

Subjective and objective quality assessment of multi-attribute retouched face images

G Yue, H Wu, W Yan, T Zhou, H Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Facial retouching, aiming at enhancing an individual's appearance digitally, has become
popular in many parts of human life, such as personal entertainment, commercial …

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 …

Spatial-angular features based no-reference light field quality assessment

Z Yu, F Li, Z Zhou, X Tao - Expert Systems with Applications, 2025 - Elsevier
Light Field (LF) is capable of capturing light intensity as well as information about the
direction and position of the light, resulting in an immersive visual experience. Visual quality …

[HTML][HTML] ELFA-LFIQE: Epipolar plane image low-level features-aware light field image quality evaluator

P Zhao, X Chen, V Chung, H Li - Computers and Electrical Engineering, 2025 - Elsevier
Light field image quality measurement (LF-IQM) is a fundamental vision-based
measurement task throughout the lifecycle of light field image processing. The conventional …

Transformer-Based Light Field Salient Object Detection and Its Application to Autofocus

Y Jiang, X Li, K Fu, Q Zhao - IEEE Transactions on Image …, 2024 - ieeexplore.ieee.org
Existing light field salient object detection (LFSOD) models predominantly rely on
convolutional neural networks or local attention to process light field data, consequently …

Retouched Face Image Quality Assessment Based on Differential Perception and Textual Prompt

T Zhou, S Tan, G Li, S Tian, C Tang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Face retouching involves using digital techniques to alter an individual's appearance,
commonly using in social media. However, excessively retouched face (RF) images can …

Omnidirectional Image Quality Assessment With Mutual Distillation

P Ma, L Liu, C Xiao, D Xu - IEEE Transactions on Broadcasting, 2024 - ieeexplore.ieee.org
There exists complementary relationship between different projection formats of
omnidirectional images. However, most existing omnidirectional image quality assessment …

Multi-Scale Spatial-Angular Collaborative Guidance Network for Heterogeneous Light Field Spatial Super-Resolution

Z Chen, Y Chen, G Jiang, M Yu, H Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Light Field (LF) imaging captures the spatial and angular information of light rays in the real
world and enables various applications, including digital refocusing and single-shot depth …