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Super-resolved image acquisition with full-field localization-based microscopy: theoretical analysis and evaluation

机译:基于全视场显微镜的超分辨图像采集:理论分析和评估

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We analyze and evaluate super-resolved image acquisition with full-field localization microscopy in which an individual signal sampled by localization may or may not be switched. For the analysis, Nyquist-Shannon sampling theorem based on ideal delta function was extended to sampling with unit pulse comb and surface-enhanced localized near-field that was numerically calculated with finite difference time domain. Sampling with unit pulse was investigated in Fourier domain where magnitude of baseband becomes larger than that of adjacent subband, i.e. aliasing effect is reduced owing to pulse width. Standard Lena image was employed as imaging target and a diffraction-limited optical system is assumed. A peak signal-to-noise ratio (PSNR) was introduced to evaluate the efficiency of image reconstruction quantitatively. When the target was sampled without switching by unit pulse as the sampling width and period are varied, PSNR increased eventually to 18.1 dB, which is the PSNR of a conventional diffraction-limited image. PSNR was found to increase with a longer pulse width due to reduced aliasing effect. When switching of individual sampling pulses was applied, blurry artifact outside the excited field is removed for each pulse and PSNR soars to 25.6 dB with a shortened pulse period, i.e. effective resolution of 72 nm is obtained, which can further be decreased.
机译:我们使用全视场定位显微镜分析和评估超分辨图像采集,其中通过定位采样的单个信号可能会或可能不会切换。为了进行分析,将基于理想德尔塔函数的Nyquist-Shannon采样定理扩展到使用单位脉冲梳和表面增强的局部近场进行采样,并使用有限差分时域进行数值计算。在基带的幅度大于相邻子带的幅度的傅立叶域中研究了单位脉冲采样,即,由于脉冲宽度而降低了混叠效应。将标准莉娜图像用作成像目标,并假设使用衍射极限光学系统。引入峰值信噪比(PSNR)以定量评估图像重建的效率。当随着采样宽度和周期的变化而在不通过单位脉冲切换的情况下对目标进行采样时,PSNR最终增加到18.1 dB,这是常规衍射极限图像的PSNR。由于降低的混叠效应,发现PSNR随着脉冲宽度的增加而增加。当施加单独的采样脉冲的切换时,对于每个脉冲,在激发场之外的模糊伪影被去除,并且PSNR在缩短的脉冲周期的情况下飙升至25.6dB,即获得72nm的有效分辨率,这可以进一步减小。

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