Why 8k Downscaled to 4k is very close to 8k Direct

In summary, downscaled 8k content to 4k is very close to 8k direct because the process of downscaling preserves most of the details and resolution of the original 8k content. With advancements in technology, the difference between downscaled 4k and native 8k content is becoming less noticeable to the human eye. This makes 8k downscaled to 4k a viable option for those who want to experience the benefits of 8k without the high cost of an 8k display. However, for the most accurate and immersive viewing experience, 8k direct remains the top choice.
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This is the first post in a series I plan on creating a Video Codec based only on AI.

First a while ago now I did a post on 8k vs 4k
https://www.physicsforums.com/threa...choose-the-right-tv-size.982481/#post-6283071

One of the takeaways was:

'First despite what others will tell you, you can see a difference in 8k TV’s compared to 4k. The question is why - and that’s where its surprising. What Harmonic found from 8k and 4k sources into 8k TV’s is 8K looked substantially better. But then they applied (hopefully high quality) down-scaling on the the 8k to make it 4k and compared that to the 4k direct. Surprisingly the down-scaled 8K looked substantially better on the 4k or 8k TV. Now it was very close to the 8K direct into both TV’s. In fact people then found it very difficult to tell the difference between the two on normal size screens of say 65 inchs (the one I have). Conclusion - Harmonic believes we will switch to production in 8K but watch it in 4k - at least initially until screen sizes increase substantially.'

It's one thing to notice something, it is another to understand why. It perplexed me until I understood how TV cameras work, and the Bryce Filter.

It allows sensors (which only record light intensity) to record light wavelength and is used in nearly all modern digital cameras. This filter uses a mosaic pattern of two parts, green, one part red, and one part blue, to interpret the colour information arriving at the sensor. Two pixels of green is used because the eye is more sensitive to green. Once recorded, digital algorithms are applied to interpolate or "demosaic" the resulting Bayer pattern and turn it into full-fledged colour data for the image. This means an 8k camera is not 8k - it gives an 8k output, but that is done by trickery to make it seem like 8k. However, if you downscale it to 4k, you get a better source than a 4k camera that uses the same trickery. That's why you get most of the benefits of 8k at 4k.

Thanks
Bill
 
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bhobba said:
This is the first post in a series I plan on creating a Video Codec based only on AI.

First a while ago now I did a post on 8k vs 4k
https://www.physicsforums.com/threa...choose-the-right-tv-size.982481/#post-6283071

One of the takeaways was:

'First despite what others will tell you, you can see a difference in 8k TV’s compared to 4k. The question is why - and that’s where its surprising. What Harmonic found from 8k and 4k sources into 8k TV’s is 8K looked substantially better. But then they applied (hopefully high quality) down-scaling on the the 8k to make it 4k and compared that to the 4k direct. Surprisingly the down-scaled 8K looked substantially better on the 4k or 8k TV. Now it was very close to the 8K direct into both TV’s. In fact people then found it very difficult to tell the difference between the two on normal size screens of say 65 inchs (the one I have). Conclusion - Harmonic believes we will switch to production in 8K but watch it in 4k - at least initially until screen sizes increase substantially.'

It's one thing to notice something, it is another to understand why. It perplexed me until I understood how TV cameras work, and the Bryce Filter.

It allows sensors (which only record light intensity) to record light wavelength and is used in nearly all modern digital cameras. This filter uses a mosaic pattern of two parts, green, one part red, and one part blue, to interpret the colour information arriving at the sensor. Two pixels of green is used because the eye is more sensitive to green. Once recorded, digital algorithms are applied to interpolate or "demosaic" the resulting Bayer pattern and turn it into full-fledged colour data for the image. This means an 8k camera is not 8k - it gives an 8k output, but that is done by trickery to make it seem like 8k. However, if you downscale it to 4k, you get a better source than a 4k camera that uses the same trickery. That's why you get most of the benefits of 8k at 4k.

Thanks
Bill
This sent me on a ridiculously long wikiwalk learning more about cameras and filtering than I'll ever need or, indeed remember. :P

Incidentally, Wikipedia refers to your Bryce filter as the Bayes filter. Same person though. Inconsequent detail, I know.
 
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sbrothy said:
Incidentally, Wikipedia refers to your Bryce filter as the Bayes filter. Same person though. Inconsequent detail, I know.
I know, but it was Bryce Bayer.
Not to be confused with Bayes filter.
 
  • #4
Baluncore said:
I know, but it was Bryce Bayer.
Not to be confused with Bayes filter.
I see. Well no surprise I got confused. I must've contracted a bad case of tunnelvision on that wikiwalk. A shame Jeopardy never calls with all the weird facts one picks up. :)
 
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FAQ: Why 8k Downscaled to 4k is very close to 8k Direct

Why does downscaling 8K to 4K result in higher quality than native 4K?

Downscaling 8K to 4K can result in higher quality because the process of downscaling can effectively reduce noise and enhance detail. The extra resolution in the 8K source provides more data, which, when averaged down to 4K, can result in a cleaner, sharper image with better color accuracy and detail retention compared to native 4K.

How does the downscaling process work to maintain detail?

The downscaling process works by averaging multiple pixels from the higher resolution image into fewer pixels in the lower resolution image. This averaging process can blend out noise and minor imperfections while preserving important details, leading to a final 4K image that appears more detailed and less noisy than a native 4K image.

Is there a significant difference in file size between 8K downscaled to 4K and native 4K?

Yes, there is typically a significant difference in file size. An 8K video file is much larger than a 4K file due to the higher resolution. However, once the 8K video is downscaled to 4K, the resulting file size is comparable to that of a native 4K video. The benefit lies in the quality of the downscaled 4K image, which can be superior despite the similar file size.

What are the practical applications of downscaling 8K to 4K?

Practical applications of downscaling 8K to 4K include improving the visual quality of content for 4K displays, enhancing video streaming experiences with better image quality, and future-proofing video content. Content creators can also benefit from downscaling as it allows for higher quality outputs while managing file sizes and bandwidth more effectively.

Are there any drawbacks to downscaling 8K to 4K?

One potential drawback is the increased computational power and time required for the downscaling process. Additionally, if not done correctly, downscaling can introduce artifacts or lose important details. However, with proper techniques and tools, these issues can be minimized, making the benefits of higher quality 4K images outweigh the drawbacks.

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