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ultimate_resolution_of_microscopes [2019/02/25 20:37]
jon
ultimate_resolution_of_microscopes [2019/04/18 23:35] (current)
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 +====== Resolution Limits of Optical Microscopes and Related Requirements for Mechanical Stages======
  
 +===== Optical Resolution =====
 +
 +The wave nature of light imposes fundamental limitations on the resolution of an optical system. ​ For a self-luminous body, as in fluorescence microscopy, the resolving ability is commonly defined using the Rayleigh criterion: a point source of light can barely be resolved from a neighboring point source when spaced by the Airy disk radius. ​ It can be shown that this distance $d_{xy}$ is given by
 +
 +\begin{equation}
 +d_{xy}={0.61λ \over \mathrm{NA}_{obj}}
 +\end{equation}
 +
 +where $λ$ is the wavelength of the light and $\mathrm{NA}_{obj}$ is the numerical objective of the imaging objective lens.  The prefactor varies with the criteria to define resolution, e.g. commonly a prefactor of 0.5 is used instead of 0.61.  Lateral resolution is synonymous with $d_{xy}$.
 +
 +For transmitted light microscopy, the resolving power is also affected by the numerical aperture of the illumination optics.((A similar situation occurs in confocal microscopy where the same numerical aperture appears on both the illumination and detection paths, but it only applies in the case of an in the limit of an infinitesimally small pinhole.)) ​ For transmitted light using a condenser with numerical aperture $NA_{cond}$ the lateral resolution is given by 
 +
 +\begin{equation}
 +d_{xy,​trans}={1.22λ \over (\mathrm{NA}_{obj}+\mathrm{NA}_{cond})}
 +\end{equation}
 +
 +In the z-direction,​ the objective lens' resolving power or axial resolution is equivalent to the depth of field. ​ The most common expression for the depth of field $d_z$ is 
 +
 +\begin{equation}
 +d_z={2λn \over \mathrm{NA}_{obj}^2}
 +\end{equation}
 +
 +where $n$ is the index of refraction of the medium in which the object is embedded. ​ Some versions of this equation include a term for the effects of lateral sampling, which we omit for the optic-limited case. The prefactor can vary with the criteria used, e.g. sometimes 1.22 is used instead. Axial resolution is almost always worse than to the lateral resolution, and the asymmetry is especially pronounced at low $\mathrm{NA}_{obj}$.
 +
 +**Table 1** shows the resolving power and depth-of-field for some example microscope objectives. ​ Note that the resolution does not depend on the magnification laterally or axially and mainly depends on $\mathrm{NA}_{obj}$.
 +
 +^ Table 1:  Resolution limits for various microscopes when $λ$ = 520 nm and $\mathrm{NA}_{cond}$ = 0.55 ^^^^^^
 +^Magnification ^Medium ^$\mathrm{NA}_{obj}$ ^ $d_z$ ^ $d_{xy}$ ^ $ d_{xy,​trans}$ ^
 +|x10      | Air (n=1.0) |0.4 |6.50 μm | 0.79 μm |0.67 μm |
 +|x40      | Air (n=1.0) |0.65 |2.46 μm | 0.48 μm |0.53 μm |
 +|x40 water   | Water (n=1.33) |0.8 |2.16 μm | 0.40 μm |0.47 μm |
 +|x40 oil     | Oil (n=1.51) |1.4 |0.80 μm | 0.23 μm |0.33 μm |
 +|x100 oil    | Oil (n=1.51) |1.4 |0.80 μm | 0.23 μm |0.33 μm |
 +
 +
 +These above expressions for diffraction-limited lateral ($d_{xy}$) and axial ($d_z$) resolution give us a good idea of the physical limits of the microscope system. ​ Deviations in positions smaller than these resolution limits will be rendered undetectable by diffraction. ​ The resolution obtained in practice can be worse than the diffraction limit due to optical aberrations or improper sampling. Various "​super-resolution"​ microscopy techniques allow one to surpass the diffraction limit, but they incur significant trade-offs and further discussion is a separate topic. ((Super-resolution techniques fall into two categories: (1) localization techniques which determine the center point of isolated fluorophores (e.g. STED, PALM, STORM) and (2) structured illumination techniques in which the illumination pattern has a fine structure which is moved, either a periodic grid patterns or a scanned excitation point. ​ Localization methods can achieve resolution in 10s of nanometers but require special efforts and long exposures to isolate fluorophores. ​ Structured illumination in contrast can win at most a factor of 2 in resolution (excepting nonlinear methods) but otherwise are more like traditional fluorescence microscopy.))
 +
 +
 +===== Spatial Sampling =====
 +
 +When images are captured with a digital camera, the size of the camera'​s dexel (detection pixel) size will also impact the ultimate resolution of the imaging system. ​ Most scientific cameras have dexels a few microns across. ​ The pixel size in the resulting image $p$ is given by 
 +
 +\begin{equation}
 +p={d \over M}
 +\end{equation}
 +
 +where $d$ is the dexel size and $M$ is the total magnification. ​ For infinity microscopes (near-universal and industry standard), the magnification $M$ is given by the ratio of the tube lens and objective lens' focal lengths. ​ ((For any given objective lens, the nameplate magnification assumes a tube lens with a particular standard focal length, and the standard varies by manufacturer. ​ See our page on [[:​infinity_microscope_basics | infinity microscope basics]].))
 +
 +Table 2 show the resulting pixel size for some example sensors and objective lens combinations,​ assuming nameplate magnification.
 +
 +^ Table 2: Digital camera resolution ^^^^
 +^Magnification ^Dexel Size ^Pixel Size^Nyquist-limited $d_{xy}$^
 +|x40 |16 μm |0.40 μm   | 0.80 μm   |
 +|x100 |16 μm |0.16 μm   | 0.32 μm   |
 +|x40 |10 μm |0.25 μm   | 0.50 μm   |
 +|x100 |10 μm |0.10 μm   | 0.20 μm   |
 +|x40 |6.5 μm |0.163 μm  | 0.33 μm   |
 +|x100 |6.5 μm |0.065 μm  | 0.13 μm   |
 +
 +The Nyquist criterion says the resulting resolution can be no more than twice the spatial sampling. However, excessive oversampling will increase the data size without adding additional true information. ​ For example, using an objective with NA 1.0 and light with a wavelength of 520 nm, $d_{xy}$ is ~320 nm.  Thus if the pixel size is larger than 160 nm in the final image then the sampling will limit the resolution instead of the optics. ​ Suppose further the camera dexel is 6.5 μm (typical sCMOS), then with a 40x magnification (162.5 nm pixels) there will be slight undersampling,​ with 60x magnification (108 nm pixels) there is 50% oversampling,​ and using a 100x magnification (65 nm pixels) there is huge oversampling. ​ Similarly, when collecting 3D stacks the z-step should be less than half the depth of field ($d_z$); otherwise the attained axial resolution will be limited by sampling instead of the optics.
 +
 +
 +===== Impacts on Stage Specifications =====
 +
 +For most visible optical applications there is no reason to require resolution or repeatability of a stage significantly better than the optical resolution of the system. ​ Instead money would be better spent on addressing the fundamental limitation of the optics.
 +
 +When it comes to stages, there are subtle but important differences between the definitions of resolution, accuracy, and repeatability. ​ Resolution typically means the smallest possible move and/or the fundamental unit of measured position. ​ With motorized stages, resolution can be no smaller than the encoder increment. ​ Accuracy is knowing exactly where you are in absolute or relative terms; subtle sources of error such as leadscrew pitch variability and mechanical backlash typically limit accuracy. ​ Repeatability quantifies how well you can return to the exact same position over and over again. ​ The relative importance of resolution, accuracy, and repeatability depends on the application.
 +
 +Resolution is often the most important specification for the Z-axis focus control. ​ Optical serial sectioning and 3D reconstruction using deconvolution algorithms require collecting images at many closely spaced z-intervals. ​ Spacing is usually chosen to meet the Nyquist sampling criterion based on the optical axial resolution, so step sizes may be as small as 0.3 μm.  To ensure the best possible results when requiring consistent sub-micron movements, either a piezo stage or motorized stage with linear encoders is required. Stereology is an example application requiring both excellent resolution and repeatability in the Z-axis.
 +
 +Repeatability is usually the most important specification of XY stages. An example of such an application is making a time lapse “movie” of cells at several sites on a slide, where the stage moves to each site sequentially in a repeating fashion. ​ When the images from a single site are collated there ideally would be no “jitter” of the images due to stage positioning errors. ​ This requires repeatability comparable to (or better then) than the system'​s optical resolution. ​ On the other hand, applications such as stereology and mapping generally do not require exquisite XY repeatability. ​ Using linear encoders instead of rotary encoders improves repeatability somewhat (especially for larger moves) and also improves accuracy. ​ ASI's controllers include automatic backlash correction that practically eliminates the effect of mechanical backlash.
 +
 +{{tag>​tech_note mim}}