Inference in artificial intelligence with deep optics and photonics

G Wetzstein, A Ozcan, S Gigan, S Fan, D Englund… - Nature, 2020 - nature.com
Artificial intelligence tasks across numerous applications require accelerators for fast and
low-power execution. Optical computing systems may be able to meet these domain-specific …

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 …

End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging

V Sitzmann, S Diamond, Y Peng, X Dun… - ACM Transactions on …, 2018 - dl.acm.org
In typical cameras the optical system is designed first; once it is fixed, the parameters in the
image processing algorithm are tuned to get good image reproduction. In contrast to this …

An autonomous drone for search and rescue in forests using airborne optical sectioning

DC Schedl, I Kurmi, O Bimber - Science Robotics, 2021 - science.org
Autonomous drones will play an essential role in human-machine teaming in future search
and rescue (SAR) missions. We present a prototype that finds people fully autonomously in …

Pseudo-sequence-based light field image compression

D Liu, L Wang, L Li, Z Xiong, F Wu… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
We propose a pseudo-sequence-based scheme for light field image compression. In our
scheme, the raw image captured by a light field camera is decomposed into multiple views …

Punching holes in light: recent progress in single-shot coded-aperture optical imaging

J Liang - Reports on Progress in Physics, 2020 - iopscience.iop.org
Single-shot coded-aperture optical imaging physically captures a code-aperture-modulated
optical signal in one exposure and then recovers the scene via computational image …

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 …

Principles of light field imaging: Briefly revisiting 25 years of research

I Ihrke, J Restrepo… - IEEE Signal Processing …, 2016 - ieeexplore.ieee.org
Light field imaging offers powerful new capabilities through sophisticated digital processing
techniques that are tightly merged with unconventional optical designs. This combination of …

A survey on computational displays: Pushing the boundaries of optics, computation, and perception

B Masia, G Wetzstein, P Didyk, D Gutierrez - Computers & Graphics, 2013 - Elsevier
Display technology has undergone great progress over the last few years. From higher
contrast to better temporal resolution or more accurate color reproduction, modern displays …

Saliency detection on light field: A multi-cue approach

J Zhang, M Wang, L Lin, X Yang, J Gao… - ACM Transactions on …, 2017 - dl.acm.org
Saliency detection has recently received increasing research interest on using high-
dimensional datasets beyond two-dimensional images. Despite the many available …