How do lens lp/mm and MTF relate to sensor pixel size and real image detail?
Asked 3/11/2021
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I’m trying to understand how a lens’s resolving power (often quoted in lp/mm) relates to what a sensor can actually record.
For example, with a Sony IMX253 sensor (3.45 µm pixels), I estimated that matching the pixel pitch would require about 145 lp/mm. If I compare two lenses of the same focal length, one rated around 145 lp/mm and another around 72 lp/mm, what would happen when imaging a fine black/white line pattern near the sensor’s limit? Would adjacent columns simply merge, or would the pattern become lower-contrast and spread into gray across multiple pixels?
I also see lenses specified with higher center resolution than corner resolution. Is that falloff usually gradual, and can a lens have similar center and corner resolution?
More broadly, if a larger-format sensor has smaller pixels but available lenses don’t provide enough resolution at the corners, is it fair to say that the extra sensor resolution may not translate into better recorded detail?
Originally by Photography Stack Exchange contributor. Source · Licensed CC BY-SA 4.0
Photography Stack Exchange contributor
5y ago
2 Answers
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Technically, the white lines are your image formed by light; the black lines are a lack of light. And what you need is 290 airy disks/mm; which is airy disks of 3.45um in diameter, which requires a perfect lens at f/2.6 or an extremely good lens at f/2 or less.
An airy disk looks something like this where the height equates to the illumunance of the light.
The airy disk is the central peak, and the waves are the diffraction pattern caused by the aperture restriction. The diffraction pattern reduces contrast, and when the airy disks overlap resolution is reduced (e.g. 4 airy disks combine/resolve as one).
But even if the airy disks are well resolved and match the size of a photosite, what are the chances that they will perfectly align (extremely slim)? What happens if they don't (moire patterns/aliasing)? And What resolution do you actually need (detail in subject/size of output)? Typically what you really want is a sensor of greater resolution than the scene/lens/need for increased oversampling/accuracy. What do you actually need resolved? Probably not more than 14MP, and most likely less.
And understand that lens resolution ratings are typically sensor dependent. E.g. if a lens resolves 2um airy disks, a sensor with 4um photosites cannot see them individually. So comparing MTF of lenses between systems is not as simple as just comparing the lp/mm results. And IDT it is possible to answer your third question with the information provided. But one thing that holds true is that larger sensors can resolve more. This is because; for the same sensor resolution (MP) the photosites are larger, which is less demanding of lens resolution. Or similarly; if the lens is of equal resolution, more photosites of the same smaller size can be fit on the larger sensor (to match the lens).
To answer your first two questions:
As the airy disks bleed over into the dark areas they will both shift towards gray, but the dark areas will become gray more quickly than the white areas will (due to the logarithmic nature of exposure).
The decrease in corner resolution is not linear. Understand that the corners of a rectilinear image typically come from the very edges of the projected image circle, and what typically causes the reduction in MTF is a loss of light/contrast at the periphery (vignetting)... the 50 part of MTF50 stands for 50% contrast. There is also often field curvature contributing as well (due to the curved lens projecting onto a flat surface). But macro lenses are typically designed with flat field focus (or moreso).
Originally by user70370. Source · Licensed CC BY-SA 4.0
user70370
5y ago
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lp/mm numbers only make sense together with an MTF/contrast level. A lens quoted at 145 lp/mm or 72 lp/mm is not saying detail suddenly stops there; it means contrast at that spatial frequency has fallen to some specified level.
So with the lower-resolution lens, fine black/white lines would not turn into neatly merged columns. They would blur together and lose contrast, often becoming varying shades of gray spread across multiple pixels. In practice, lens blur, diffraction, sampling, demosaicing, and possible aliasing/moiré all interact.
Center-to-corner resolution usually does not fall off linearly. It depends on lens design and aberrations, and most lenses perform worse toward the edges/corners than in the center. Some lenses are more even than others, but equal center and corner performance is uncommon.
Your broader interpretation is basically correct: a sensor with smaller pixels only helps if the lens can deliver enough contrast at those finer detail levels across the image. If lens performance—especially in the corners—is the limiting factor, a higher-resolution sensor may give little real improvement in recorded detail there.
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