LightGAN: A deep generative model for light field reconstruction
A light field image captured by a plenoptic camera can be considered a sampling of light
distribution within a given space. However, with the limited pixel count of the sensor, the …
distribution within a given space. However, with the limited pixel count of the sensor, the …
Light field synthesis by training deep network in the refocused image domain
CL Liu, KT Shih, JW Huang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Light field imaging, which captures spatial-angular information of light incident on image
sensors, enables many interesting applications such as image refocusing and augmented …
sensors, enables many interesting applications such as image refocusing and augmented …
Model-based network architecture for image reconstruction in lensless imaging
We introduce a multi-branch model-based architecture for image reconstruction in lensless
imaging. The structure consists of two learning branches, namely a physical model-based …
imaging. The structure consists of two learning branches, namely a physical model-based …
Improvements of resolution of light field imaging based on four-dimensional optical framing via a semi-transparent mirror
W Qian, H Li, Y Wu - Optics Express, 2020 - opg.optica.org
A simple light field imaging system is proposed, which could improve the resolution of light
field imaging and enhance the signal-to-noise ratio of the result image. In the experiment …
field imaging and enhance the signal-to-noise ratio of the result image. In the experiment …