Multi-attention learning and exposure guidance toward ghost-free high dynamic range light field imaging

Y Chen, G Jiang, C Jin, T Luo, H Xu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Due to sensor limitations, the light field (LF) images captured by the LF camera suffer from
low dynamic range and are prone to poor exposure. To solve this problem, combining multi …

A comprehensive research on light field imaging: Theory and application

F Liu, Y Wang, Q Yang, S Zhou, K Zhang - IET Computer Vision, 2024 - Wiley Online Library
Computational photography is a combination of novel optical designs and processing
methods to capture high‐dimensional visual information. As an emerged promising …

Dynamic light field reconstruction via densely connected deep equilibrium model

R Wang, X Wang, Z Xiao, Q Wang - Optics Express, 2024 - opg.optica.org
High-resolution consumer plenoptic cameras usually feature low frame rates, making them
not well-suited for capturing high-speed motion scenes. To compensate for this limitation, we …

Light Field Angular Super-Resolution Network Based on Convolutional Transformer and Deep Deblurring

D Liu, Y Mao, Y Zuo, P An… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Many Light Field (LF) angular super-resolution methods have been proposed to cope with
the LF spatial and angular resolution trade-off problem. However, most existing methods …

Self-Supervised Depth Completion Guided by 3D Perception and Geometry Consistency

Y Cai, T Shen, SS Huang, H Huang - arXiv preprint arXiv:2312.15263, 2023 - arxiv.org
Depth completion, aiming to predict dense depth maps from sparse depth measurements,
plays a crucial role in many computer vision related applications. Deep learning approaches …

Learning a Multilevel Cooperative View Reconstruction Network for Light Field Angular Super-Resolution

D Liu, Y Mao, X Zhou, P An… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Recently, many methods have been proposed to improve the angular resolution of sparsely-
sampled Light Field (LF). However, the synthesized dense LF inevitably exhibits blurry …