Light field image processing: An overview

G Wu, B Masia, A Jarabo, Y Zhang… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Light field imaging has emerged as a technology allowing to capture richer visual
information from our world. As opposed to traditional photography, which captures a 2D …

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 …

Advanced 3D motion prediction for video-based dynamic point cloud compression

L Li, Z Li, V Zakharchenko, J Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Point cloud-based immersive media representation format has provided many opportunities
for extended reality applications and has become widely used in volumetric content …

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 …

Light field image compression based on bi-level view compensation with rate-distortion optimization

J Hou, J Chen, LP Chau - … on Circuits and Systems for Video …, 2018 - ieeexplore.ieee.org
Compared with conventional color images, light field images (LFIs) contain richer scene
information, which allows a wide range of interesting applications. However, such additional …

Content-based light field image compression method with Gaussian process regression

D Liu, P An, R Ma, W Zhan, X Huang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Light field (LF) imaging enables new possibilities for digital imaging, such as digital
refocusing, changing of focus plane, changing of viewpoint, scene-depth estimation, and 3D …

Deep-learning-based lossless image coding

I Schiopu, A Munteanu - … on Circuits and Systems for Video …, 2019 - ieeexplore.ieee.org
This paper proposes a novel approach for lossless image compression. The proposed
coding approach employs a deep-learning-based method to compute the prediction for each …

View synthesis-based light field image compression using a generative adversarial network

D Liu, X Huang, W Zhan, L Ai, X Zheng, S Cheng - Information Sciences, 2021 - Elsevier
Light field (LF) imaging has generated considerable interest owing to its ability to capture
both spatial and angular information of light rays simultaneously. However, the extremely …

Shearlet transform-based light field compression under low bitrates

W Ahmad, S Vagharshakyan… - … on Image Processing, 2020 - ieeexplore.ieee.org
Light field (LF) acquisition devices capture spatial and angular information of a scene. In
contrast with traditional cameras, the additional angular information enables novel post …

Multi-stream dense view reconstruction network for light field image compression

D Liu, Y Huang, Y Fang, Y Zuo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, many view synthesis-based methods are proposed for high-efficiency light field
(LF) image compression. However, most existing methods fail to recover more texture details …