First, I have a theory in mind:
Imagine the wiring in our minds that connects the neurons to our visual cortex. In the image sensors, we have a defined array of sensors. Hence, we can directly transform the sensors outputs to data.
But, what about our minds? I guess there is no exact predefined wiring inside our minds. I think no one can guarantee that cell Xn is wired exactly to the input Yn. But, by growing, our minds learn how to relate the inputs and build a correct image. Hence, babies has no solid visionary until our minds build a correct engine.
Now, if my guess was right, what will be the applications that we can design and make based on this technology? In our designs and applications, usually we know exactly the inputs. So, where can we deploy this technology?
Self organizing maps?
I think the HVS analogy is a bit tangential, since babies do have a visual system which can recognize image features and some objects too.
Thanks for metioning SOMs. I was not familiar with that topic.
As I have no clue about human visual system, I just talk based on my guesses. I feel there should be a mechanism like the SOM you mentioned, that organizes cells in the way we see world flawlessly.
I'm thinking about the technologies that are growable. Hence, this will help us to maintain them with the minimum error.
1) https://www.tobiipro.com/learn-and-support/learn/eye-tracking-essentials/what-happens-during-the-eye-tracker-calibration/
2) Article The influence of calibration method and eye physiology on ey...
3) https://www.aavso.org/calibration-human-eye-0
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