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 …

Light field compression with homography-based low-rank approximation

X Jiang, M Le Pendu, RA Farrugia… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
This paper describes a light field compression scheme based on a novel homography-
based low-rank approximation method called HLRA. The HLRA method jointly searches for …

Methods for full parallax compressed light field 3D imaging systems

DB Graziosi, ZY Alpaslan, HS El-Ghoroury - US Patent 10,244,223, 2019 - Google Patents
(57) ABSTRACT A compressed light field imaging system is described. The light field 3D
data is analyzed to determine optimal subset of light field samples to be (acquired) …

Scalable coding of plenoptic images by using a sparse set and disparities

Y Li, M Sjöström, R Olsson… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
One of the light field capturing techniques is the focused plenoptic capturing. By placing a
microlens array in front of the photosensor, the focused plenoptic cameras capture both …

Light field compression with disparity-guided sparse coding based on structural key views

J Chen, J Hou, LP Chau - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
Recent imaging technologies are rapidly evolving for sampling richer and more immersive
representations of the 3D world. One of the emerging technologies is light field (LF) cameras …

Coding of focused plenoptic contents by displacement intra prediction

Y Li, M Sjöström, R Olsson… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
A light field is commonly described by a two-plane representation with four dimensions.
Refocused 3D contents can be rendered from light field images. A method for capturing …

Plenoptic image coding using macropixel-based intra prediction

X Jin, H Han, Q Dai - IEEE Transactions on Image Processing, 2018 - ieeexplore.ieee.org
The plenoptic image in a super high resolution is composed of a number of macropixels
recording both spatial and angular light radiance. Based on the analysis of spatial …

An adaptive two-layer light field compression scheme using GNN-based reconstruction

X Hu, J Shan, Y Liu, L Zhang… - ACM Transactions on …, 2020 - dl.acm.org
As a new form of volumetric media, Light Field (LF) can provide users with a true six degrees
of freedom immersive experience because LF captures the scene with photo-realism …

Efficient plenoptic imaging representation: Why do we need it?

F Pereira, EAB da Silva - 2016 IEEE International Conference …, 2016 - ieeexplore.ieee.org
The 3D representation of the world visual information has been a challenge for a long time
both in the analogue and digital domains. At least in the past decade, 3D stereo-based …

Local low rank approximation with a parametric disparity model for light field compression

E Dib, M Le Pendu, X Jiang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We address the problem of light field dimensionality reduction for compression. We describe
a local low rank approximation method using a parametric disparity model. The local support …