Computational Photography Processing

Discussions focus on the heavy computational processing, AI enhancements, denoising, sharpening, and tone mapping applied to modern smartphone and camera photos, debating whether they differ from raw images or traditional editing.

πŸ“‰ Falling 0.4x Hardware
4,076
Comments
20
Years Active
5
Top Authors
#6749
Topic ID

Activity Over Time

2007
1
2008
4
2009
20
2010
45
2011
78
2012
105
2013
113
2014
113
2015
131
2016
114
2017
234
2018
188
2019
241
2020
369
2021
369
2022
503
2023
673
2024
273
2025
486
2026
16

Keywords

GNSS e.g AI puri.sm P.S JPEG ML dosowisko.net I.e youtube.com processing camera image photo images photos contrast raw light photography

Sample Comments

tiffanyh β€’ Mar 26, 2023 β€’ View on HN

Is this a β€œraw” photo or has a bunch of computional photography / AI been applied?

Derbasti β€’ Apr 27, 2024 β€’ View on HN

Maybe in this case, because these are phone pictures, which are quite heavily processed (sharpening, denoising, tone mapping, local white balance, local contrast). The raw image may contain a bit less of that stuff.

eridius β€’ Feb 6, 2018 β€’ View on HN

Processing is different. The camera won't capture the same thing you see with your eye. A lot of processing is done to try and make the photograph feel the same as it did to actually view the scene with your own eye. And that's perfectly fine.

jefftk β€’ Jan 31, 2023 β€’ View on HN

It's pretty hard to tell without knowing what sort of image was input to the computational photography process

vhcr β€’ May 12, 2024 β€’ View on HN

Where do you draw the line? RAW, HDR, photo stitching, blur removal?

bitL β€’ May 29, 2018 β€’ View on HN

It's how sensor and post-processing play together. You probably won't enjoy the look that is coming straight out of camera (ordinary and ugly), so an artistic license is applied in "cooking" colors, noise removal, sharpening, remapping of light dynamic range etc. to make it look better. If you do pro photography, you might be amused how much artificial some photos look straight out of camera, especially if you are using off-camera flashes; sometimes you get candy-like photos

Etheryte β€’ Nov 22, 2024 β€’ View on HN

Are they not? Every modern camera does the same thing. Upscaling, denoising, deblurring, adjusting colors, bumping and dropping shadows and highlights, pretty much no aspect of the picture is the way the sensor sees it once the rest of the pipeline is done. Phone cameras do this to a more extreme degree than say pro cameras, but they all do it.

awestroke β€’ Dec 2, 2022 β€’ View on HN

This has nothing to do with editing. Modern smartphones combine multiple pictures for each picture you take, and have very sophisticated demosaicing, noise reduction and color grading. No app needed.

bitexploder β€’ Dec 16, 2020 β€’ View on HN

That is honestly a post-processing choice and not entirely a reflection of the camera.

matsemann β€’ Oct 11, 2023 β€’ View on HN

Yes, nothing really wrong with this. Just pointing out that what hits the sensor is far off from what's being saved.However, some phones now even apply AI filters to fill in detail it didn't capture. Like adding craters to the moon.And the thing about contrast, sharpness etc is that "more always looks better" at a quick glance. So when people are doing comparisons between phones etc, the one destroying the picture the most might be declared the winner.