deconvolution

On the other hand, it might also be interesting to just add temporal convolution-deconvolution structure in the existing model.

So, to find the layers, take the resulting signal and do a deconvolution -- Enders A.

The Gaussian blur does however enable the simpler use of deconvolution to reveal the obscured digits.

It seems hard to say what they're really seeing there - deconvolution to the extent they're doing can be incredibly fickle.

There are some windows for developing IP on doing things like deconvolution algorithms for out of focus shots and so on.

In this case the optics are relatively cheap compared to traditional camera optics, but the hardware to handle the deconvolution isn't.

Did you guys use deconvolution with a precomputed blur profile, or something more exotic?

This is required to create the intended light field, but the light field approach isn't the only one, you can do simple deconvolution also.

However, deconvolution is one of those things that's great in theory, but almost impossible to pull off in practice, except under extremely controlled circumstances.

Then a deconvolution algorithm is used as sort of a reverse ray tracing algorithm to actually map out the way light is bouncing around the scene.

To model amplifiers and effects, you would have to do non-linear deconvolution and re-convolution, which is pretty compute intensive, and pretty challenging to do in realtime.

If you do a gaussian blur, for example, you might be able to do a pretty good inverse blur by finding black frames and performing blind deconvolution.

Deconvolution of astronomical images has been studied since the Hubble "astigmatism" incident.

That was later corrected with more hardware "up there", but until then deconvolution was the only way to improve the quality of the images.

There are several “AI” deconvolution tools to remove stars which work exceptionally well: two of the most popular ones being StarNet and RC-Astro’s StarXTerminator.

You might be thinking of some of the deconvolution algorithms [2] that the Hubble Space Telescope used before its "eyeglasses" were installed in 1993 to improve its flawed images.