Algorithm Removes Water From Underwater Pictures

Why do all the pictures you take underwater look blandly blue-green? The answer has to do with how light travels through water. Derya Akkaynak, an oceangoing engineer, has figured out a way to recover the colorful brilliance of the deep.
bremnetsays...

Not sure that I'd call it trivial, but from what one can gather, using the panel of known colors as a calibrant for correction during processing does seem like an obvious approach. I'm assuming that the newsworthiness of this is in the trick or complexity of the post-processing - removing scatter, haze, correcting the full color spectrum with multiple calibration points - it won't be a simple linear correction. I ain't no expert, but have spent oodles of time trying to color correct videos and stills from our scuba trips, and the *automatic* color correction in current software is still pretty poor IMO, relying often on a single color as the calibrant (so, a "pure" white region in the photo, a "pure" black region in the photo etc.). Manual adjustment of the photo color balance for UW vids and photos is on my list of "What Hell must be like".

kir_mokumsaid:

i'm sure i'm missing something but this seems like a trivial thing to do.

Paybacksays...

Possibly trivial, but I'd think doing by hand with no calibration would be tiresome and possibly add in errors. It's still evolutionary if not revolutionary.

kir_mokumsaid:

i'm sure i'm missing something but this seems like a trivial thing to do.

newtboysays...

For research purposes, I bet it's invaluable.
For instance, accurately knowing coral colors makes identification possible, and accurately measuring the vibrancy of those colors could allow better estimates of reef health.

kir_mokumsaid:

i'm sure i'm missing something but this seems like a trivial thing to do.

SFOGuysays...

And she's specific---that for the use of AI and Machine Learning visual processing of images taken of coral reefs (for example for population counts)--it could be very useful indeed.

newtboysaid:

For research purposes, I bet it's invaluable.
For instance, accurately knowing coral colors makes identification possible, and accurately measuring the vibrancy of those colors could allow better estimates of reef health.

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