Lens Aberrations Explained
phillipreeve.net
phillipreeve.net
https://github.com/yoonsikp/kromo
As a side note, isn't it ironic that games now resort to adding aberrations to make it seem more real?
I've never seen the tech offered for single prescription lenses since then. I really wish they continued with the technology.
I really miss those wavefront lenses. I kept them for years before dropping them on a hike. I'd gladly pay extra for them again.
I remember the machine which mapped my eyes only took a minute or less to take my prescription. Nothing like a phoropter, which I feel is subjective and error prone. They also used a camera system to fit the lenses, similar to what LensCrafters used when I got a pair of Rx sunglasses a month or so ago.
https://www.zeiss.com/vision-care/us/for-eye-care-profession...
https://www.zeiss.com/vision-care/us/search/find-an-eye-doct...
Does anyone know what app/research this is? I can't imagine why smartphone maker don't use this for their crappy camera's so they can still embed cheap camera's but enhance the picture quality.
[0] https://docs.opencv.org/2.4/doc/tutorials/calib3d/camera_cal...
The area of research that covers from HDR to smartphone array cameras is called Computational Photography, I think.
It shouldn't take too much effort to implement the correction data in the camera software.
On the one hand, Lightroom corrects my lens distortion and vignette from a saved profile of that lens; but I’d think at a smartphone level, where the parts are smaller, they’re also less even?
In other words, camera lenses are small so manufacturing defects are more noticeable. Therefore, each smartphone requires a different correction.
I don’t know, I’m just guessing.
> In other words, camera lenses are small so manufacturing defects are more noticeable. Therefore, each smartphone requires a different correction.
Well, yes, and no, and yes. Small camera lenses are probably going to be more evident in certain defects. On the other hand, there are typically less elements in smaller camera lenses, which is nice as the less of those there are, the less the chance of other defects.
Taking a picture like mentioned above could absolutely create a 'per-camera/phone' correction profile. May not be able to correct every type of defect but I could see it being useful for some lenses. I know for Sony cameras, there have been a couple models where a large percentage of the copies produced have -one- soft corner.
* Vignetting always improves
* First-order distortion improves, second-order distortion sometimes gets worse.
* Corner sharpness usually improves, unless midway out on the frame was the weakest performance on full frame.
* Center sharpness (image-scale) drops due to the additional enlargement.
* Lateral chromatic aberration generally doesn't get significantly better or worse.
* Longitudinal chromatic aberration becomes more visible because of the additional enlargement.
Nitpick, that's just camera calibration. No ML needed.
This usually provides acceptable results for applications like correcting lens distortion, even across multiple instances of the same lens. However, sometimes better accuracy is needed - either because the lens is very cheap and inconsistent between different examples or for applications like SLAM where better camera calibration translates directly into better results. In that case there are techniques like online calibration to tweak the calibration parameters on the fly.
https://web.archive.org/web/20090204211139/http://toothwalke...
It's a fantastic resource.
A lens needs accuracy to ~the wavelength, so 400nm. That seems doable with not so specialist CNC tech.
Commercial aspheres are polished with special CNC grinders, but achieve nowhere near the quality of spherical lenses. Only recently magnetorheological finishing became available which allows getting a bit closer in quality.
In most applications, it makes more sense to stack a few spherical lenses instead of manufacturing a super expensive custom asphere which cannot even compensate for chromatic aberrations.
The main issue with the new lenses which I noticed was chromatic aberration. Unfortunately my brain can’t fix this in post though it has gotten used to it a bit. Something that I suppose I already knew was that the lens material would affect how much of this distortion you would see. I thought different refractive indices would give different amounts of dispersion, though maybe I should not have thought that as lower indices would mean thicker lenses so more distance to disperse in which might cancel out the lower disposition. In the end it doesn’t matter what I thought, the Lens material does affect the dispersion.
The thing I was more surprised by was that dispersion wasn’t something that came up when making the choice of lens material. Thinking back though, perhaps the only qualities discussed were “thickness” and cost. I put thickness in quotes as maybe the weight was discussed too. I feel like dispersion is quite an important thing I care about and I wonder why it wasn’t discussed. Perhaps it is hard to explain to people (I guess all the material properties are hard to explain), or perhaps it is difficult if the lenses don’t necessarily get better in every way as cost goes up.
There are no glasses lenses which can correct for their chromatic aberration like camera lenses, presumably because they would be too thick and delicate.
In a more general sense, I’m surprised that there’s so little variety in optometrists (at least in the U.K.). Basically wherever you go you get the same precision of prescription and are then given the opportunity to buy some glasses. Some studies have shown that the accuracy of the prescription you get from the subjective refractometry exam can vary a lot between practices but there is no way to know if a practice will be good or bad. I’m also surprised that there is not really a way to get a more accurate or precise prescription than the standard, as I would think that if such a thing existed it would be able to find customers at least in larger population centres. Maybe it would be impossible to improve on the status quo because of the lack of economies of scale or because glasses won’t be in a consistent enough position or because the rich people who would be expected to pay floor the service opt for eye surgery instead.
This comment is so far mostly unrelated to the OP though so I will make another comment: I wish the article had mentioned some of the physics behind the different aberrations, for example the reason longitudinal aberration is hard to correct in post is that it os an effect where different colours are focused to different distances and it of hard to make a colour less out-of-focus to fix it. The reason a bokeh light circle is a certain shape is that that is the shape of the lens aperture (hence usually a circle or many-gon). The misshapen bokeh effects tend To come from light coming in at more acute angles and from those angles the lens is a different shape.
There are alternatives to the phoropter exam called autorefractors and wavefront sensors which use lasers to measure your eye. I'm pretty sure the UK must have clinics who use them. Startup companies in the US are trying to make "kiosks" for eye exams based on such technologies, but run into state laws that restricts prescribing lenses to licensed optometrists. Also there are startups trying to scale such technologies for the developing world where they don't have sufficient eyecare so people with bad refractive errors are basically just left blind.
Generally lenses with the highest refractive indices have fairly low Abbe numbers and have a lot of dispersion; a lower dispersion lens would have to be thicker and heavier (and thus increase geometric distortion).
There are some fancy extra-low-dispersion glass formulations used in camera lenses, but apparently these are generally more fragile than typical glass and that's not suited for glasses.
I also asked my optician if there were any achromatic doublet glasses, but he told me that those would end up having to be extremely thick and heavy.
Smaller lenses will reduce how noticeable abberation is, but if you have a high prescription then I'd strongly recommend going for contact lenses.
Possibly in tele designs. There's been a ton of progress in wide-angle designs, and in fast normal lenses.
Of course these come at the price of expense and weight...
More people need to know about the engineering that went into them.
You say that lenses are essentially perfect for "non-extreme" photography but for most "non-extreme" photography, frankly, a modern smartphone is just as good.
These days, the main practical reason why most people would buy a dedicated camera is so that they can handle those "extreme" situations, so it does make sense to care about how far a lens can be pushed.
For example I shoot a lot of wildlife on Sony's A7RIV and given the sensor's crazy resolution, if I have a lens that can resolve enough fine detail, I can crop to get extra reach. This allows me to takes shots which would otherwise be impossible.
For a less "extreme" case, regarding portraits, you might think people arguing about the quality of bokeh are "nattering" but it can make a big difference to your image. Compare the portrait shots in [0] and look at how different the background becomes.
[0]: https://phillipreeve.net/blog/review-sony-fe-100-f-2-8-stf-g...