arrow
返回

Spatial images from temporal data

delete2020-07-31
delete27
delete
OA
AI
T
Turpin, Alex *
M
Musarra, Gabriella
V
Valentin Kapitány
T
Tonolini, Francesco
A
Ashley Lyons
I
Ilya Starshynov
F
Federica Villa
E
Enrico Conca
F
Francesco Fioranelli
M
Murray-Smith, Roderick
D
Daniele Faccio
DOI:10.1364/OPTICA.392465delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
Traditional paradigms for imaging rely on the use of a spatial structure, either in the detector (pixels arrays) or in the illumination (patterned light). Removal of the spatial structure in the detector or illumination, i.e., imaging with just a single-point sensor, would require solving a very strongly ill-posed inverse retrieval problem that to date has not been solved. Here, we demonstrate a data-driven approach in which full 3D information is obtained with just a single-point, single-photon avalanche diode that records the arrival time of photons reflected from a scene that is illuminated with short pulses of light. Imaging with single-point time-of-flight (temporal) data opens new routes in terms of speed, size, and functionality. As an example, we show how the training based on an optical time-of-flight camera enables a compact radio-frequency impulse radio detection and ranging transceiver to provide 3D images. Published by The Optical Society under the terms of the Creative Commons Attribution 4.0 License. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI.
Keyword:
BACK-PROJECTION
NON-LINE
DEEP

期刊

Optica 封面图
Optica
IF:
8.5
论文数:
2.4K
被引数:
2.1W

机构

P
Polytechnic University of Milan
学者数:
2.0W
论文数: 1.8W
被引数: 24
D
Delft University of Technology
学者数:
2.6W
论文数: 2.5W
被引数: 3.8W
U
university of glasgow
学者数:
3.5W
论文数: 3.1W
被引数: 37
学者 查看更多机构
引用论文

引用论文

err分享
err收藏
On the use of deep learning for computational imaging关于将深度学习用于计算成像
errOPTICA
IF8.5
err2019-07-25
err611
errOAAI
errBarbastathis, George; Ozcan, Aydogan; Situ, Guohai
err分享
err收藏
Single-Photon 3D Imaging with Deep Sensor Fusion
err2018-07-30
err141
PREAI
errLindell, David B.; O'Toole, Matthew; Wetzstein, Gordon
err分享
err收藏
Imaging with a small number of photons
err2015-01-05
err364
errOAAI
errMorris, Peter A.; Aspden, Reuben S.; Bell, Jessica E. C.; Boyd, Robert W.; Padgett, Miles J.
err分享
err收藏
Electron Transfer Kinetics in a Deep Eutectic Solvent
err2020-01-23
err0
errOAAI
errFangchen Zhen; Lucie Percevault; Ludovic Paquin; Emmanuelle Limanton; Corinne Lagrost; Philippe Hapiot
err分享
err收藏
err分享
err收藏
Neural network identification of people hidden from view with a single-pixel, single-photon detector使用单像素,单光子探测器对隐藏在视野中的人进行神经网络识别
err2018-08-09
err74
errOAAI
errCaramazza, Piergiorgio; Boccolini, Alessandro; Buschek, Daniel; Hullin, Matthias; Higham, Catherine F.; Henderson, Robert; Murray-Smith, Roderick; Faccio, Daniele
err分享
err收藏
Single-pixel imaging via compressive sampling通过压缩采样实现单像素成像
err2008-03-01
err3.0K
PREAI
errDuarte, Marco F.; Davenport, Mark A.; Takhar, Dharmpal; Laska, Jason N.; Sun, Ting; Kelly, Kevin F.; Baraniuk, Richard G.
err分享
err收藏
学者 查看更多内容