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 …

A review of snapshot multidimensional optical imaging: measuring photon tags in parallel

L Gao, LV Wang - Physics reports, 2016 - Elsevier
Multidimensional optical imaging has seen remarkable growth in the past decade. Rather
than measuring only the two-dimensional spatial distribution of light, as in conventional …

Compressive light field photography using overcomplete dictionaries and optimized projections

K Marwah, G Wetzstein, Y Bando… - ACM Transactions on …, 2013 - dl.acm.org
Light field photography has gained a significant research interest in the last two decades;
today, commercial light field cameras are widely available. Nevertheless, most existing …

Deep spatial-angular regularization for light field imaging, denoising, and super-resolution

M Guo, J Hou, J **, J Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Coded aperture is a promising approach for capturing the 4-D light field (LF), in which the 4-
D data are compressively modulated into 2-D coded measurements that are further decoded …

Unconventional methods of imaging: computational microscopy and compact implementations

E McLeod, A Ozcan - Reports on Progress in Physics, 2016 - iopscience.iop.org
In the past two decades or so, there has been a renaissance of optical microscopy research
and development. Much work has been done in an effort to improve the resolution and …

Review of light field technologies

S Zhou, T Zhu, K Shi, Y Li, W Zheng, J Yong - Visual Computing for …, 2021 - Springer
Light fields are vector functions that map the geometry of light rays to the corresponding
plenoptic attributes. They describe the holographic information of scenes by representing …

Time-multiplexed coded aperture imaging: Learned coded aperture and pixel exposures for compressive imaging systems

E Vargas, JNP Martel, G Wetzstein… - Proceedings of the …, 2021 - openaccess.thecvf.com
Compressive imaging using coded apertures (CA) is a powerful technique that can be used
to recover depth, light fields, hyperspectral images and other quantities from a single …

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 …

Learning light fields for improved lane detection

MZ Alam, S Kelouwani, J Boisclair, AA Amamou - IEEE Access, 2022 - ieeexplore.ieee.org
Robust lane detection is imperative for the realization of intelligent transportation. Recently,
vision-based systems that employ deep convolution neural networks (CNNs) for lane …

Compressive light field sensing

SD Babacan, R Ansorge, M Luessi… - … on image processing, 2012 - ieeexplore.ieee.org
We propose a novel design for light field image acquisition based on compressive sensing
principles. By placing a randomly coded mask at the aperture of a camera, incoherent …