Reproject on Cropping

March 25th, 2023
tech
Sometimes you'll come across a picture that looks all skewed, usually where someone cropped a small piece out of the corner of something larger:

Projecting a 3D scene to make a 2D picture unavoidably introduces distortion, worse the farther you are from the center, so if you crop to just the corner of a picture you're getting a lot of distortion.

It would be possible to make this better: your phone knows the distortions its lens makes, and every time you crop something it could automatically reproject the image. I can approximate correction with a vertical shear:

Followed by a horizontal scale:

In writing this up, however, I realized that my phone's (Pixel 5a) camera app takes a different approach. Instead of waiting for you to crop an image, it automatically fixes faces itself. The pictures above were taken with Open Camera, which doesn't have these smarts; here's what I get with the default camera app:

It made the fix initially, not on cropping; the full-size image also minimizes distortion around my face:

Since this is only applied to my face, though, and not the rest of my body, it does give a slightly uncanny effect. Compare to the full-size version of the Open Camera image:

You can see what the Pixel camera app did around my face by looking at the line of the bookcase:

In real life and in a raw photo that line would be straight:

And in my manually corrected version from above the line is straight:

But because the Pixel camera is doing its correction on the whole image, instead of waiting for you to crop, it isn't able to preserve all the straight lines in the original image.

I think the Pixel edit is probably still worth doing, since we care a lot about faces and they do look more natural projected as if you were looking straight at them. Reprojecting the whole image to minimize distortion when you crop would also be a pretty nifty feature, and doesn't introduce the kind of distortions that fixing one part of a larger image does.

Comment via: facebook, lesswrong, mastodon, substack

Recent posts on blogs I like:

The odds are good and the goods are great

I stole the title and thesis of this post from the great etirabys and arguably I should just link her post.

via Thing of Things August 31, 2026

Bug blindness

I used to wonder why I see so many more bugs than most people. I easily observe hundreds to thousands of bugs per week and nothing seems to work, but most people I talk to don't see anything like this. For a long time, I thought this had something to …

via Posts on August 30, 2026

Microfictions 2

A few more microfictions, still no LLMs.

via Evan Fields August 7, 2026

more     (via openring)