论文标题
Photon-Noise:单像素摄像机比点扫描更好吗? HADAMARD和余弦正调制的信噪比分析
Photon-noise: Is a single-pixel camera better than point scanning? A signal-to-noise ratio analysis for Hadamard and Cosine positive modulation
论文作者
论文摘要
在单像素摄像机中,未知对象被强度模式依次照亮。总反射强度或传输强度是在对象重建对象的单像素检测器中的。在测量值受到光子噪声限制的情况下,单像素摄像机的性能要比简单地使用集中强度扫描对象的表现更好还是更糟 - 一种称为\ textIt {点栅格扫描}并在许多激光扫描系统中使用的方式。在这里,我们解决了这个一般问题,并报告说,与点栅格扫描相比,基于HADAMARD或余弦模式基于HADAMARD或余弦模式的正强度调制并不一定会提高单像素摄像机的单与噪声比(SNR)。取而代之的是,我们证明SNR仅在对象像素上的提高至少比对象平均信号更明亮,其中k是一个取决于调制方案的常数。理论上和数字上证明了这种基本属性。还可以在空间结构域(用于广场荧光成像)和光谱域中实验证实,用于自发的拉曼光谱测量值。最后,我们提供了面向用户的指南,可以帮助确定应使用光子噪声下的多路复用,而不是点栅格扫描。
In a single-pixel camera, an unknown object is sequentially illuminated by intensity patterns. The total reflected or transmitted intensity is summed in a single-pixel detector from which the object is computationally reconstructed. In the situation where the measurements are limited by photon-noise, it is questionable whether a single-pixel camera performs better or worse than simply scanning the object with a focused intensity spot - a modality known as \textit{point raster scanning} and employed in many laser scanning systems. Here, we solve this general question and report that positive intensity modulation based on Hadamard or Cosine patterns does not necessarily improve the single-to-noise ratio (SNR) of single-pixel cameras as compared to point raster scanning, as compared to a raster-scanning. Instead, we show that the SNR is only improved on object pixels at least k times brighter than the object mean signal, where k is a constant that depends on the modulation scheme. This fundamental property is demonstrated theoretically and numerically. It is also experimentally confirmed in the spatial domain - for widefield fluorescence imaging - and in the spectral domain - for spontaneous Raman spectral measurements. Finally, we provide user-oriented guidelines that help decide when and how multiplexing under photon-noise should be used instead of point raster scanning.