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 …

Comparison and evaluation of light field image coding approaches

I Viola, M Řeřábek, T Ebrahimi - IEEE Journal of selected topics …, 2017 - ieeexplore.ieee.org
The recent advances in light field imaging, supported among others by the introduction of
commercially available cameras, eg, Lytro or Raytrix, are changing the ways in which visual …

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 …

Lossy compression of lenslet images from plenoptic cameras combining sparse predictive coding and JPEG 2000

I Tabus, P Helin, P Astola - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper proposes a lenslet image compression method scalable from low bitrates to fully
lossless. The subaperture images are split into two sets: a set of reference views, encoded …

Lenslet light field image coding: Classifying, reviewing and evaluating

C Brites, J Ascenso, F Pereira - IEEE Transactions on Circuits …, 2020 - ieeexplore.ieee.org
In recent years, visual sensors have been quickly improving, notably targeting richer
acquisitions of the light present in a visual scene. In this context, the so-called lenslet light …

Minimum description length sparse modeling and region merging for lossless plenoptic image compression

P Helin, P Astola, B Rao, I Tabus - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
This paper proposes a complete lossless compression method for exploiting the redundancy
of rectified light-field data. The light-field data consist of an array of rectified subaperture …

Epipolar plane image-based lossless and near-lossless light field compression

MU Mukati, S Forchhammer - IEEE Access, 2020 - ieeexplore.ieee.org
Recent advances in the computer technology has enabled many theoretical ideas in
computer vision to become practical also within camera technology. Light field technology …

Efficient light field images compression method based on depth estimation and optimization

X Huang, P An, L Shen, R Ma - IEEE access, 2018 - ieeexplore.ieee.org
Massive recent investigations from both industry and academia have been poured into
autostereoscopic display. One of the emerging techniques, light field image (LFI), can …

Lossless coding of light fields based on 4D minimum rate predictors

JM Santos, LA Thomaz, PAA Assunção… - … on Image Processing, 2022 - ieeexplore.ieee.org
Common representations of light fields use four-dimensional data structures, where a given
pixel is closely related not only to its spatial neighbours within the same view, but also to its …

Lossless coding of light field images based on minimum-rate predictors

JM Santos, PAA Assuncao, LA da Silva Cruz… - Journal of Visual …, 2018 - Elsevier
Recent developments in light field acquisition and computational photography are driving
new research efforts on light field encoding methods, capable of exploiting the specific …