A tutorial on immersive video delivery: From omnidirectional video to holography

J Van Der Hooft, H Amirpour, MT Vega… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Video services are evolving from traditional two-dimensional video to virtual reality and
holograms, which offer six degrees of freedom to users, enabling them to freely move …

Cross-view recurrence-based self-supervised super-resolution of light field

H Sheng, S Wang, D Yang, R Cong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Compared with external-supervised learning-based (ESLB) methods, self-supervised
learning-based (SSLB) methods can overcome the domain gap problem caused by different …

Light field spatial super-resolution using deep efficient spatial-angular separable convolution

HWF Yeung, J Hou, X Chen, J Chen… - … on Image Processing, 2018 - ieeexplore.ieee.org
Light field (LF) photography is an emerging paradigm for capturing more immersive
representations of the real world. However, arising from the inherent tradeoff between the …

Fast light field reconstruction with deep coarse-to-fine modeling of spatial-angular clues

HWF Yeung, J Hou, J Chen… - Proceedings of the …, 2018 - openaccess.thecvf.com
Densely-sampled light fields (LFs) are beneficial to many applications such as depth
inference and post-capture refocusing. However, it is costly and challenging to capture them …

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 …

Accurate light field depth estimation with superpixel regularization over partially occluded regions

J Chen, J Hou, Y Ni, LP Chau - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
Depth estimation is a fundamental problem for light field photography applications.
Numerous methods have been proposed in recent years, which either focus on crafting cost …

Deep coarse-to-fine dense light field reconstruction with flexible sampling and geometry-aware fusion

J **, J Hou, J Chen, H Zeng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
A densely-sampled light field (LF) is highly desirable in various applications, such as 3-D
reconstruction, post-capture refocusing and virtual reality. However, it is costly to acquire …

Dense light field coding: A survey

C Conti, LD Soares, P Nunes - IEEE access, 2020 - ieeexplore.ieee.org
Light Field (LF) imaging is a promising solution for providing more immersive and closer to
reality multimedia experiences to end-users with unprecedented creative freedom and …

Space-time super-resolution for light field videos

Z **ao, Z Cheng, Z **ong - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
Light field (LF) cameras suffer from a fundamental trade-off between spatial and angular
resolutions. Additionally, due to the significant amount of data that needs to be recorded, the …

Light field image compression using generative adversarial network-based view synthesis

C Jia, X Zhang, S Wang, S Wang… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
Light field (LF) has become an attractive representation of immersive multimedia content for
simultaneously capturing both the spatial and angular information of the light rays. In this …