High speed structured illumination microscopy based on compressed sensing: numerical simulation

Jiaqi Zeng, Zhang Chonglei, Shao Zongshuo, Xiaocong Yuan
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Abstract

In traditional optical microscopy imaging system, the resolution of time mainly depends on the detector’s detection speed, usually in millisecond or microsecond magnitude. While the spatial resolution is limited by the optical diffraction limit, the lateral resolution of ordinary microscopies generally only reaches 200nm.Just as biological structure has a wide spatial scale, biological living processes also have a broad time scale. When observing biological subcellular organelles, resolution and the speed of life activities should be considered. For the dynamic process, it’s meaningless to simply improve the spatial resolution without correspondingly increasing the imaging speed which should be no less than the movement speed of the observed object. Existing super-resolution or high-speed optical imaging is limited by the mutual constraints of spatial and time resolution, making it difficult to obtain both super-resolution and high-speed optical imaging. In order to break the constraints of this game and gain high-speed super-resolution images, the CS-SIM system combines SIM (structured illumination microscopy) and CSP (compressed sensing photography). Since they both are wide filed imaging and CSP is a passive receiving imaging technology, SIM and CSP have potential to combine closely and achieve super-resolution and highspeed imaging.
基于压缩感知的高速结构照明显微镜:数值模拟
在传统的光学显微镜成像系统中,时间的分辨率主要取决于探测器的检测速度,通常为毫秒级或微秒级。而空间分辨率受到光学衍射极限的限制,普通显微镜的横向分辨率一般只能达到200nm。正如生物结构具有广泛的空间尺度一样,生物的生存过程也具有广泛的时间尺度。在观察生物亚细胞细胞器时,应考虑分辨率和生命活动的速度。对于动态过程,单纯提高空间分辨率而不相应提高成像速度是没有意义的,成像速度应不小于被观测物体的运动速度。现有的超分辨率或高速光学成像受到空间分辨率和时间分辨率相互约束的限制,难以同时获得超分辨率和高速光学成像。为了打破这种游戏的限制,获得高速的超分辨率图像,CS-SIM系统结合了SIM(结构照明显微镜)和CSP(压缩感知摄影)。由于两者都是宽场成像,而CSP是一种被动接收成像技术,因此SIM和CSP有可能紧密结合,实现超分辨率和高速成像。
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