Centre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, Université du Québec, 1650 boulevard Lionel-Boulet, Varennes, QC, J3X 1P7, Canada.
Nat Commun. 2022 Dec 22;13(1):7879. doi: 10.1038/s41467-022-35585-8.
Single-pixel imaging (SPI) has emerged as a powerful technique that uses coded wide-field illumination with sampling by a single-point detector. Most SPI systems are limited by the refresh rates of digital micromirror devices (DMDs) and time-consuming iterations in compressed-sensing (CS)-based reconstruction. Recent efforts in overcoming the speed limit in SPI, such as the use of fast-moving mechanical masks, suffer from low reconfigurability and/or reduced accuracy. To address these challenges, we develop SPI accelerated via swept aggregate patterns (SPI-ASAP) that combines a DMD with laser scanning hardware to achieve pattern projection rates of up to 14.1 MHz and tunable frame sizes of up to 101×103 pixels. Meanwhile, leveraging the structural properties of S-cyclic matrices, a lightweight CS reconstruction algorithm, fully compatible with parallel computing, is developed for real-time video streaming at 100 frames per second (fps). SPI-ASAP allows reconfigurable imaging in both transmission and reflection modes, dynamic imaging under strong ambient light, and offline ultrahigh-speed imaging at speeds of up to 12,000 fps.
单像素成像 (SPI) 已经成为一种强大的技术,它使用编码的宽场照明,并通过单点探测器进行采样。大多数 SPI 系统受到数字微镜器件 (DMD) 的刷新速率和基于压缩感知 (CS) 的重建中耗时迭代的限制。最近为了克服 SPI 的速度限制所做的努力,例如使用快速移动的机械掩模,存在可重构性低和/或精度降低的问题。为了解决这些挑战,我们开发了通过扫描聚合图案加速的 SPI (SPI-ASAP),它结合了 DMD 和激光扫描硬件,实现了高达 14.1 MHz 的图案投影速率和高达 101×103 像素的可调帧大小。同时,利用 S 循环矩阵的结构特性,开发了一种轻量级的 CS 重建算法,完全兼容并行计算,可实现每秒 100 帧的实时视频流。SPI-ASAP 允许在透射和反射模式下进行可重构成像,在强环境光下进行动态成像,并在高达 12,000 fps 的速度下进行离线超高速成像。