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Intel researchers create a method for AI-generating frames in games without added input latency (www.pcgamer.com)

submitted 1 week ago by [email protected] to c/[email protected]

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[–] ocassionallyaduck 1 points 1 week ago (1 children)

Your understanding of frame generation is incorrect.

Again let's say a huge absurdly low FPS and a big frame window for example. 10ms between frames.

If your frame windows is 10ms. Frame 1 at 0ms and Frame 2 at 10ms. Frame generation is not just interpolation. That is what your new TV does when you activate motion smoothing and soap opera mode. This is not what framegen is, at all.

In frame generation the frame generation engine (driver or program) stores a motion vector array. This determines the trend line of how pixels are likely to change. In our example, the motion vectors for the ball indicate large motion in a diagonal direction let's say, and the overall frame indicates low or no motion due to the user not swinging the camera wildly. The frame generation then uses frame 1 to make an estimate of a frame 1.5, and the ball does actually move in the image thanks to motion vector analysis. The ball moves independently of the scene itself due to the change in user camera, so the user can see the ball itself moving against the background.

So, in frame 1.5, the ball you are seeing, as well as the scene, have actually moved. Now, the user can see this motion, and lets say they didn't notice it in frame 1. This means frame 1.5 is a chance for them to react! And their inputs go through sooner, reducing true latency by allowing them to react to in-game stimus faster. Yes, even if the frame is "faked"

In reprojection, at frame 1.5RP, again crucially there is not any new scene data. Reprojection is not using motion vectors it's using the camera and geometry only. If the user isn't moving the POV at all for example then the reprojection just puts the frame where it already was and the user waits the full 10ms before the ball appears to move. Even if the camera is moving, reprojection is going to adjust the scene angle relative to camera, the ball is not going to move within the overall scene. Again, consider if the ball is flying left, and the user walking left. The reprojection cannot move the ball left. If anything, if the reprojection is put on the existing scene geometry, the opposite would occur and the ball may even appear to move right or slow down due to paralax.

Reprojection uses old frame data and moves it like flat cards in 3d space, so the frame of the ball in scene the ball stays in position till frame 2. And can only be affect by camera motion that drives reprojection, not other rendering data. And what the user sees of the ball wouldn't change until 10ms later. Only the overall flat scene can reprojection, so the user tilting the camera or swinging it can feel instantly responsive. But till the next render pass, the real motion data, delivered either via motion vector or frame 2, doesn't his them in a reprojection on 1.5.

So again, your understanding of current frame gen is wildly incorrect. And what you are describing for reprojection getting better is essentially to add reprojection to framegen. And use motion vectors to render the new portion of the frame, and use the projection to adjust overall pov based on camera input. Which again, works well. Adding reprojection and Framegen together is not a bad idea. And reprojection is great for reducing perceived latency (why it is essential for avoiding motion sickness in VR). These are two techniques solving different forms of latency issues. Combined they offer far more.

[–] [email protected] 1 points 1 week ago* (last edited 1 week ago)

So the article above is sraight up wrong? All frame generation is already extrapolation, not interpolation?

I had to look it up because I could have sworn that reprojection can and does use motion vectors to do more than just update the perspective.

AND IT DOES.

You're talking about what VR does as the last step of EVERY rendered frame, which is an extremely simple reprojection to get the frame closer to what it would have been (what oculus called ATW), had it been rendered instantly (which it obviously can't be). This is also seemingly the extend to which the unity demo showcased by LTT took it.

What Oculus called ASW, asynchronous space warp, absolutely can and does update the position of the ball, which is why it can and is used to entirely replace rendering every other frame.

Valves version of it is a lot simpler, and closer to just ATW, and does not use motion vectors when compensating for lost frames. Unlike ASW their solution was never meant to be used constantly, for every other frame, to enable VR on lesser hardware.